1 - Wrangling data

1.1 - Description of the original data set

The chosen data is originated from an enquiry about hobbies currently available in the FactoMiner library. The questionaire includes 18 questions regarding the type of hobbies undertaken by the enquired people. As suplemmentary questions: the amount of activities undertaken and four questions regarding the enquired people age, gender, profession and marital status were included. The data was collect from a total of 8403 individuals.

  • Overview of the suplemmentary variables used to label the individuals:
  • Gender / Sex (male, female);
  • Age groups (15-25, 26-35, 36-45, 46-55, 56-65, 66-75, 76-85, 86-100);
  • Marital status (single, married, widowed,divorced, remarried);
  • Profession (manual labourer, unskilled worker, technician, foreman, senior management, employee, other).

1.2 - Data wrangling script file

  • In order to perform a complete analysis I excluded from the data set all rows that included NA values;

  • All variables need to be factors in order to perform the MCA analysis
    • “Number of activities” in hobbies was presented as intervals (quantitave variable);
  • For Linear regression analysis
  • Subsets of data were created in order to further validate the research hypothesis:
    • Hobbies divided by Generic, Sport, Artistic, Handcraft and Charity related categories

2 - Research topic and hypothesis

For this exercise I am using the hobbies dataset that can be found in the FactoMineR libray. I will try to evaluate how different are the hobbies undertaken by gender, age, marital status and by the enquired professions. Will more demanding professions leave less space for hobbies or people will chose less time consuming hobbies? Is there some hobbies that are stereotypically associated with one or the other gender of the enquired people? Is age related with the amount and type of hobbies that inquired undertake?

To explore if my hypothesis holds true, I explored the data trying to understand the following points:

  • What kind of hobbies are more trendy among each Age, Gender, Profession or Marital Status group.

    • Hobbies categories Vs Age
    • Hobbies categories Vs Gender
    • Hobbies categories Vs Profession
    • Hobbies categories Vs Marital Status
  • Linear regressions amongst the following variables:

    • Number of activities Vs Age
    • Number of activities Vs Gender
    • Number of activities Vs Profession
    • Number of activities Vs Marital Status

3 - Data Analysis

3.1 - Load data and explore data summary, dimensions and correlations

3.1.1 - For the overall data

Hobbies <- read.table("data/hobbies_.csv", header = TRUE, sep = ",")
head(Hobbies, n = 10)
##    Read L.Music Cinema Show Exhib Comp Sport Walk Travel Play.M Collect
## 1     1       1      1    1     1    0     1    1      1      0       0
## 2     1       1      0    0     1    0     0    0      1      0       0
## 3     1       1      1    1     0    0     0    1      0      0       0
## 4     0       0      0    0     0    0     0    0      0      0       0
## 5     0       1      0    0     0    1     1    0      0      0       0
## 6     1       1      1    1     0    1     1    1      1      1       0
## 7     1       1      1    0     1    0     0    0      0      1       0
## 8     1       0      1    1     0    0     1    0      0      0       0
## 9     1       1      1    1     1    0     0    1      1      0       0
## 10    1       1      1    1     1    1     1    0      1      0       0
##    Volunteer Mech Garden Knitt Cook Fish TV Gender     Age Marital.St
## 1          1    1      0     0    0    0  2      F (55,65]    Married
## 2          0    0      0     0    0    0  4      F (25,35]  Remarried
## 3          0    0      0     0    0    0  3      M (55,65]    Married
## 4          0    1      0     0    0    0  3      M (45,55]    Married
## 5          0    1      0     0    0    0  3      M (35,45]    Married
## 6          0    0      0     0    0    0  1      F (35,45]     Single
## 7          0    1      1     0    0    0  1      F (25,35]     Single
## 8          0    0      0     0    0    0  0      F [15,25]     Single
## 9          0    0      0     0    0    0  2      F (75,85]   Divorcee
## 10         0    0      0     0    0    0  3      F (35,45]    Married
##               Prof N.Act
## 1       Management    11
## 2       Management     5
## 3         Employee     6
## 4  Manual labourer     2
## 5         Employee     5
## 6       Management    10
## 7         Employee     8
## 8         Employee     4
## 9       Management     8
## 10        Employee     9
summary(Hobbies)
##       Read          L.Music           Cinema            Show       
##  Min.   :0.000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :1.000   Median :1.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.672   Mean   :0.7131   Mean   :0.4012   Mean   :0.2902  
##  3rd Qu.:1.000   3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:1.0000  
##  Max.   :1.000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                    
##      Exhib             Comp            Sport             Walk       
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :0.0000   Median :0.0000   Median :1.0000  
##  Mean   :0.3127   Mean   :0.3778   Mean   :0.3684   Mean   :0.5108  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:1.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                     
##      Travel           Play.M        Collect         Volunteer     
##  Min.   :0.0000   Min.   :0.00   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.00   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :0.00   Median :0.0000   Median :0.0000  
##  Mean   :0.4065   Mean   :0.17   Mean   :0.1096   Mean   :0.1571  
##  3rd Qu.:1.0000   3rd Qu.:0.00   3rd Qu.:0.0000   3rd Qu.:0.0000  
##  Max.   :1.0000   Max.   :1.00   Max.   :1.0000   Max.   :1.0000  
##                                                                   
##       Mech            Garden           Knitt             Cook       
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :0.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.4398   Mean   :0.4109   Mean   :0.1709   Mean   :0.4455  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:0.0000   3rd Qu.:1.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                     
##       Fish              TV       Gender        Age           Marital.St  
##  Min.   :0.0000   Min.   :0.00   F:3772   (45,55]:1624   Divorcee : 712  
##  1st Qu.:0.0000   1st Qu.:1.00   M:3133   (35,45]:1455   Married  :3631  
##  Median :0.0000   Median :2.00            (25,35]:1183   Remarried: 352  
##  Mean   :0.1134   Mean   :2.37            (55,65]:1067   Single   :1609  
##  3rd Qu.:0.0000   3rd Qu.:4.00            (65,75]: 713   Widower  : 601  
##  Max.   :1.0000   Max.   :4.00            [15,25]: 456                   
##                                           (Other): 407                   
##                Prof          N.Act      
##  Employee        :2552   Min.   : 0.00  
##  Foreman         : 735   1st Qu.: 4.00  
##  Management      :1052   Median : 7.00  
##  Manual labourer :1161   Mean   : 6.95  
##  Other           : 212   3rd Qu.: 9.00  
##  Technician      : 401   Max.   :16.00  
##  Unskilled worker: 792

3.1.2 - For the sub grouped data according to the type of hobbie

  • Generic_Hobbies include reading (“Read”), listening to music (“L.Music”), going to the cinema (“Cinema”), using the computer (“Comp”), watching Tv (“TV”) and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Generic_Hobbies <- read.table("data/Generic_Hobbies.csv", header = TRUE, sep = ",")
head(Generic_Hobbies, n = 10)
##    Read L.Music Cinema Comp TV Gender     Age Marital.St            Prof
## 1     1       1      1    0  2      F (55,65]    Married      Management
## 2     1       1      0    0  4      F (25,35]  Remarried      Management
## 3     1       1      1    0  3      M (55,65]    Married        Employee
## 4     0       0      0    0  3      M (45,55]    Married Manual labourer
## 5     0       1      0    1  3      M (35,45]    Married        Employee
## 6     1       1      1    1  1      F (35,45]     Single      Management
## 7     1       1      1    0  1      F (25,35]     Single        Employee
## 8     1       0      1    0  0      F [15,25]     Single        Employee
## 9     1       1      1    0  2      F (75,85]   Divorcee      Management
## 10    1       1      1    1  3      F (35,45]    Married        Employee
summary(Generic_Hobbies)
##       Read          L.Music           Cinema            Comp       
##  Min.   :0.000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :1.000   Median :1.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.672   Mean   :0.7131   Mean   :0.4012   Mean   :0.3778  
##  3rd Qu.:1.000   3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:1.0000  
##  Max.   :1.000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                    
##        TV       Gender        Age           Marital.St  
##  Min.   :0.00   F:3772   (45,55]:1624   Divorcee : 712  
##  1st Qu.:1.00   M:3133   (35,45]:1455   Married  :3631  
##  Median :2.00            (25,35]:1183   Remarried: 352  
##  Mean   :2.37            (55,65]:1067   Single   :1609  
##  3rd Qu.:4.00            (65,75]: 713   Widower  : 601  
##  Max.   :4.00            [15,25]: 456                   
##                          (Other): 407                   
##                Prof     
##  Employee        :2552  
##  Foreman         : 735  
##  Management      :1052  
##  Manual labourer :1161  
##  Other           : 212  
##  Technician      : 401  
##  Unskilled worker: 792
  • Artistic_Hobbies include attending shows (“Show”), exhibitions (“Exhib”), playing music (“Play.M”), collectionist (“Collect”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Artistic_Hobbies <- read.table("data/Artistic_Hobbies.csv", header = TRUE, sep = ",")
head(Artistic_Hobbies, n = 10)
##    Show Exhib Play.M Collect Gender     Age Marital.St            Prof
## 1     1     1      0       0      F (55,65]    Married      Management
## 2     0     1      0       0      F (25,35]  Remarried      Management
## 3     1     0      0       0      M (55,65]    Married        Employee
## 4     0     0      0       0      M (45,55]    Married Manual labourer
## 5     0     0      0       0      M (35,45]    Married        Employee
## 6     1     0      1       0      F (35,45]     Single      Management
## 7     0     1      1       0      F (25,35]     Single        Employee
## 8     1     0      0       0      F [15,25]     Single        Employee
## 9     1     1      0       0      F (75,85]   Divorcee      Management
## 10    1     1      0       0      F (35,45]    Married        Employee
summary(Artistic_Hobbies)
##       Show            Exhib            Play.M        Collect      
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.00   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.00   1st Qu.:0.0000  
##  Median :0.0000   Median :0.0000   Median :0.00   Median :0.0000  
##  Mean   :0.2902   Mean   :0.3127   Mean   :0.17   Mean   :0.1096  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:0.00   3rd Qu.:0.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.00   Max.   :1.0000  
##                                                                   
##  Gender        Age           Marital.St                 Prof     
##  F:3772   (45,55]:1624   Divorcee : 712   Employee        :2552  
##  M:3133   (35,45]:1455   Married  :3631   Foreman         : 735  
##           (25,35]:1183   Remarried: 352   Management      :1052  
##           (55,65]:1067   Single   :1609   Manual labourer :1161  
##           (65,75]: 713   Widower  : 601   Other           : 212  
##           [15,25]: 456                    Technician      : 401  
##           (Other): 407                    Unskilled worker: 792
  • Handcraft_Hobbies include mechanics (“Mech”), gardening (“Garden”), knitting (“Knitt”), cooking (“Cook”) and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”.
Handcraft_Hobbies <- read.table("data/Handcraft_Hobbies.csv" , header = TRUE, sep = ",")
head(Handcraft_Hobbies, n = 10)
##    Mech Garden Knitt Cook Gender     Age Marital.St            Prof
## 1     1      0     0    0      F (55,65]    Married      Management
## 2     0      0     0    0      F (25,35]  Remarried      Management
## 3     0      0     0    0      M (55,65]    Married        Employee
## 4     1      0     0    0      M (45,55]    Married Manual labourer
## 5     1      0     0    0      M (35,45]    Married        Employee
## 6     0      0     0    0      F (35,45]     Single      Management
## 7     1      1     0    0      F (25,35]     Single        Employee
## 8     0      0     0    0      F [15,25]     Single        Employee
## 9     0      0     0    0      F (75,85]   Divorcee      Management
## 10    0      0     0    0      F (35,45]    Married        Employee
summary(Handcraft_Hobbies)
##       Mech            Garden           Knitt             Cook       
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :0.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.4398   Mean   :0.4109   Mean   :0.1709   Mean   :0.4455  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:0.0000   3rd Qu.:1.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                     
##  Gender        Age           Marital.St                 Prof     
##  F:3772   (45,55]:1624   Divorcee : 712   Employee        :2552  
##  M:3133   (35,45]:1455   Married  :3631   Foreman         : 735  
##           (25,35]:1183   Remarried: 352   Management      :1052  
##           (55,65]:1067   Single   :1609   Manual labourer :1161  
##           (65,75]: 713   Widower  : 601   Other           : 212  
##           [15,25]: 456                    Technician      : 401  
##           (Other): 407                    Unskilled worker: 792
  • Sport_Hobbies include the general sports answer (“Sport”), walking (“Walk”) , traveling (“Travel”), fishing (“Fish”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Sport_Hobbies <- read.table("data/Sport_Hobbies.csv",  header = TRUE, sep = ",")
head(Sport_Hobbies, n = 10)
##    Sport Walk Travel Fish Gender     Age Marital.St            Prof
## 1      1    1      1    0      F (55,65]    Married      Management
## 2      0    0      1    0      F (25,35]  Remarried      Management
## 3      0    1      0    0      M (55,65]    Married        Employee
## 4      0    0      0    0      M (45,55]    Married Manual labourer
## 5      1    0      0    0      M (35,45]    Married        Employee
## 6      1    1      1    0      F (35,45]     Single      Management
## 7      0    0      0    0      F (25,35]     Single        Employee
## 8      1    0      0    0      F [15,25]     Single        Employee
## 9      0    1      1    0      F (75,85]   Divorcee      Management
## 10     1    0      1    0      F (35,45]    Married        Employee
summary(Sport_Hobbies)
##      Sport             Walk            Travel            Fish       
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :1.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.3684   Mean   :0.5108   Mean   :0.4065   Mean   :0.1134  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:0.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                     
##  Gender        Age           Marital.St                 Prof     
##  F:3772   (45,55]:1624   Divorcee : 712   Employee        :2552  
##  M:3133   (35,45]:1455   Married  :3631   Foreman         : 735  
##           (25,35]:1183   Remarried: 352   Management      :1052  
##           (55,65]:1067   Single   :1609   Manual labourer :1161  
##           (65,75]: 713   Widower  : 601   Other           : 212  
##           [15,25]: 456                    Technician      : 401  
##           (Other): 407                    Unskilled worker: 792
  • Charity_Hobbies include volunttering (“Volunteer”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Charity_Hobbies <- read.table("data/Charity_hobbies.csv",  header = TRUE, sep = ",")
head(Charity_Hobbies, n = 10)
##    Volunteer Gender     Age Marital.St            Prof
## 1          1      F (55,65]    Married      Management
## 2          0      F (25,35]  Remarried      Management
## 3          0      M (55,65]    Married        Employee
## 4          0      M (45,55]    Married Manual labourer
## 5          0      M (35,45]    Married        Employee
## 6          0      F (35,45]     Single      Management
## 7          0      F (25,35]     Single        Employee
## 8          0      F [15,25]     Single        Employee
## 9          0      F (75,85]   Divorcee      Management
## 10         0      F (35,45]    Married        Employee
summary(Charity_Hobbies)
##    Volunteer      Gender        Age           Marital.St  
##  Min.   :0.0000   F:3772   (45,55]:1624   Divorcee : 712  
##  1st Qu.:0.0000   M:3133   (35,45]:1455   Married  :3631  
##  Median :0.0000            (25,35]:1183   Remarried: 352  
##  Mean   :0.1571            (55,65]:1067   Single   :1609  
##  3rd Qu.:0.0000            (65,75]: 713   Widower  : 601  
##  Max.   :1.0000            [15,25]: 456                   
##                            (Other): 407                   
##                Prof     
##  Employee        :2552  
##  Foreman         : 735  
##  Management      :1052  
##  Manual labourer :1161  
##  Other           : 212  
##  Technician      : 401  
##  Unskilled worker: 792
  • Let’s attempt to have an overview on how the totality of the data correlats with each other:
# Draw the plot
library(GGally)
library(ggplot2)
ggpairs(Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

  • Clearly observing this plot will not highlith much of the data, so lets try the same with the subsets defined previously:

  • Generic_Hobbies

ggpairs(Generic_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

  • It seems no significant differences can be observe by gender. There might be a sligh higher number of females that answered reading and even a less dramatic increase in the listening music. When it comes to computes the same slight increase in the females that said that computers are not were they spend their hobbies time. No differences can be pointed out when it comes to watching TV or going to the cinema.

  • When it comes to the age effect in this variable, you can verufy that females from 25 - 55 tens to read less as a hobbie. Surprisingly when it comes to listening music in the ages from 15 - 45 seems to be a less popular hobbie in both genders. When it comes to going to the cinema, from 55 tp 100 it seems its not a very popular hobbie in any of the genders (exception for the females from 55-65). When it comes to watching TV it seems that after 45years old both gender average of time dedicated to this increases.

  • Marital Status also doesn’t seem to affect the amount of watched TV by the enquired. But Widowers seem to spend less time in the computer or going to the movies (both genders). When it comes to reading, it seems only Remarried and Divorced females don’t use it as a hobbie. Single females and males seem not to listen music as a hobbie, same as remarried and divorced females.

  • Professions also don’t seem to affect that much the average amount of TV watched. When it comes to time spent in computer, unskilled (both genders) and manual (female) work used it less as a hobbie as the other professions. Reading it’s not a popular hobbie amongs female foreman and amongst both genders doing manual work. Same pattern is observed for Listening Music with the adiction of the females enquired that answered other profession. Cinema seems an all professions hobbie with the exception of the females practicing unskilled work.

  • Artistic_Hobbies

ggpairs(Artistic_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

  • Also in the Artistic category it seems that we cannot identify a clear trend in any of the activities comparing Genders. There might be a sligh higher number of female that answered that have as hoobies attending to shows, exhibitions, collectionist and playing music.

  • As for the age it seems that after 45 males have a dramatic drop in attending show , while that happens for females after 55. Attending exhibitons suffered a dramatic drop after 65 for both genders. Playing music and collectionist seems not to highly affect by the age of the enquired. Noticeable only that females in the 25 - 35 are the ones answering more that they practice playing music as hobbie.

  • If we look at the marital status it seems widower (both genders) are the ones that never attend to shows and only males answered they attend exhibitions. Only female single seem to answer they play music as a hobbie.

  • As for the profession , unskilled and manual labourer profession don’t tend to participate in any of the hobbies included in this artistic category. As for the other professions only females answered they frequently atten shows, exhibitions and play music. None of these enquired professions seems to be related with collectionism.

  • Handcraft_Hobbies

ggpairs(Handcraft_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

  • When it comes to the handcraft hobbies by gender, we can already answer to some of the sterotypes hypothesis placed. More females answered that mechanics is not their hobbies while many of the enquired man answered yes to this hobbie. When it comes to gardening, no major differences betwen genders is obverses. On the other hand, cooking as a hobbies it seems to be a hobbie of many females enquired but not from the enquired males. When it comes to knitting it seems its an almost exclusive female hobbie.

  • When we look at differences by age, that gardening is in general an all ages hobbie, with only females in the younger and older category not participating on it. Cooking is for females an all ages hobbie, but males from 65-100 don’t cook as hobbie. Knitting is not a males hobbie in any age group and younger and older age groups females don’t seem to have it as a hobbie.

  • When it comes to Marital Status, it seems it doesn’t affect at all the gardening variable and when it comes to mech female widowers seem no to practice it, in the cooking variable its the males wodowers that seem no to practice it. Knitting is proved to be a female hobbie, but it seems single don’t practice it as much as other marital status groups.

  • When we observe the professions , this seems to have zero effect in the amount of female and male practicing cooking and gardening. The profession also doesn’t affect the amount of females practicing knitting. When it comes to mechanisc it seems that female unskilled and manual workers tend to engage less in this hobbie.

  • Sport_Hobbies

ggpairs(Sport_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

  • When we check how this hobbies cary between gender the only noticeable differents are in the fishing were more females answered they don’t fish and in the genreal sports variable it seems also more females answered they dont practice it as a hobbie.

  • Looking at the age differences, it seems that females after 55 tend not to practice sports while male at that same age still answered it was their hobbie. As for walking it seems only females at 85 tend not to do it as a hobbie, otherwise all age groups tend to practice this one. For travelling hobbie both gender in the higher age group (85 - 100) answered they don’t do it as a hobbite.

  • When it comes to marital status it seems only widowers answered they dont practive much sports. No differnces to be appointed regarding walking or travelling.

  • When it comes to profession it seems the ones with unskilled work are the ones travelling less. As for Sports only difference is the amount of females having unskilled work and manual labour that practice sports.

  • Charity_Hobbies

ggpairs(Charity_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))

- According to this analysis it seems there is no relationship between the amount of volunteering and gender, age, marital status. As for the profession it seems that more females in the management positions tend to participate more in charity togethet with the males in the “other” profession category.

3.2 - Multiple correspondence analysis (MCA)

Multiple correspondence analysis (MCA) is a statistical analysis method that expands the correspondence analysis (CA) to multiple variable. The method is used to highlight the structure / distribution of nominal/categorical data in an Euclidean space (where the method projects the data points). With MCA you can better visualize the principal determinants of the data (Note that Principal component analysis or PCA is an analysis method for categorical data that performs similarly to MCA).

{r} library(FactoMineR) res.mca <- MCA(Hobbies, quali.sup=19:22, quanti.sup=23, method=“Burt”)

4 plot the active var. only

plot(res.mca, invisible=c(“ind”,“quali.sup”),hab=“quali”)

5 plot the individuals only

plot(res.mca, invisible=c(“var”,“quali.sup”),cex=.5,label=“none”)

6 plot the supp. qualitative var. only

plot(res.mca, invisible=c(“ind”,“var”),hab=“quali”)

dimdesc(res.mca) plotellipses(res.mca,keepvar=1:4)

7 summary of the model

summary(mca)

8 visualize MCA

plot(mca, invisible=c(“ind”), habillage = “quali”)

9 Biplot of individuals and variable categories

fviz_mca_biplot(res.mca, repel = TRUE, ggtheme = theme_minimal())

  • Removal of the individuals in the plot you can better verify how the variables better relate with one or the other dimension.

  • The typical MCA bipolot would show the original classes of the discrete variables on the same “map”. This allows us to check the data distributions of the different variables, revealing the connections (correspondences) between different things that would be quite impossible to see from the corresponding cross table.


9.1 - Linear regresssion

Linear regression allows you to test the relationship between a target variable and one (simple linear regression) or more explanatory variables (multiple linear regression). With this analysis you can read how the variables relate or not with which others, either positively or negatively related or not at all.

  • To explore the previously mentioned hypothesis I check if there is any relationship between the Number of Activities and Age, Profession, Marital Status and Gender.
## 
## Call:
## lm(formula = N.Act ~ Age + Prof + Gender + Marital.St, data = Hobbies)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -9.6291 -2.2056 -0.1606  2.1427 10.8280 
## 
## Coefficients:
##                      Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           7.18105    0.15491  46.357  < 2e-16 ***
## Age(35,45]            0.03689    0.12218   0.302 0.762708    
## Age(45,55]           -0.41556    0.12434  -3.342 0.000836 ***
## Age(55,65]           -0.93112    0.13795  -6.750 1.60e-11 ***
## Age(65,75]           -1.74063    0.15527 -11.210  < 2e-16 ***
## Age(75,85]           -2.82699    0.20029 -14.115  < 2e-16 ***
## Age(85,100]          -3.76194    0.41748  -9.011  < 2e-16 ***
## Age[15,25]            0.09331    0.17290   0.540 0.589430    
## ProfForeman           1.44779    0.13015  11.124  < 2e-16 ***
## ProfManagement        2.38660    0.11727  20.351  < 2e-16 ***
## ProfManual labourer  -0.67695    0.11751  -5.761 8.73e-09 ***
## ProfOther             0.54573    0.21738   2.510 0.012080 *  
## ProfTechnician        0.64751    0.16948   3.821 0.000134 ***
## ProfUnskilled worker -1.53323    0.12665 -12.106  < 2e-16 ***
## GenderM              -0.47033    0.08415  -5.589 2.37e-08 ***
## Marital.StMarried     0.25697    0.12499   2.056 0.039830 *  
## Marital.StRemarried   0.56212    0.19800   2.839 0.004540 ** 
## Marital.StSingle      0.49490    0.15031   3.292 0.000998 ***
## Marital.StWidower     0.03366    0.18166   0.185 0.853017    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 3.023 on 6886 degrees of freedom
## Multiple R-squared:  0.1943, Adjusted R-squared:  0.1922 
## F-statistic: 92.27 on 18 and 6886 DF,  p-value: < 2.2e-16
  • The linear model analysis shows the non existence of linear relationship between the age groups form 22-45 and in the Remarried group of inquired people and the number of acivities they undertake. All the other are somehow related to the number of hobbies.

9.1.1 Let’s analyse case by case with the help of graphs for visualization of the variables in question:

  • Interestingly the pattern in the amount of hobbies that females and males undertake varies differently with age. You can see how the average in the number of activitees decreases in both genders in the age grouo 35-45, maybe at this point professional and family demands people to focus in one of the hobbies they really like instead of keeping several of them. After that age group you can check a drop in the the average of the number of activitees taken, with females average and maximum amount of activities droping one age group latter (at 55-65).
library(ggplot2)
p2 <- ggplot(data = Hobbies, aes(y = N.Act, x = Prof , fill = Gender)) + geom_boxplot() + geom_smooth(method = "lm")
p2

  • When it comes to Profession, the number of activitees varies less regarding the gender of the inquires. Only in the management profession one could verify that females are still able to maintain an higher amount of hobbies, comparing to the males with the same profession. This is also the profession (from the ones that were accessed) were we can verify the highest average of activitees undertaken by the enquired. The average amount of hobbies seems more related to your salary or to the amount of physical work you undertake in your job, which means you either have less money to undertaken in several hobbies or you have less energy to do so. As you can verify that unskilled and manual labourer present the lower average number of hobbies.

  • The diferences in the amount of hobbies between gender according to their Marital Status is only visible when taking in account the average values. Single and married females seems to undertake in average an higher number of hobbies than males in the same marital situation. This scenarion is inversed in the case of the divorcee. Widowers and remarried enquired seems to participate in average in the same amount of hobbies, but remarried female enquired present an higher maximum number of activities undertaken.

9.1.2 Graphical model validation

We might want to check how our linear model actually can be validate by using graphical analysis. Residuals Vs Fitted; Normal Q-Q and Residuals Vs Leverage graphs are used for this purpose:

#Graphical model validation 
library(ggfortify)

autoplot(hobbies_model, which= c(1, 2, 5)) +
     theme_gray()

  • Residuals Vs Fitted:

By definition: “Residuals versus fits plot is a scatter plot of residuals on the y axis and fitted values (estimated responses) on the x axis. The plot is used to detect non-linearity, unequal error variances, and outliers.”

  • Normal Q-Q:

By definition: “If the two distributions being compared are similar, the points in the Q–Q plot will approximately lie on the line y = x. If the distributions are linearly related, the points in the Q–Q plot will approximately lie on a line, but not necessarily on the line y = x.” “A normal Q–Q plot comparing randomly generated, independent standard normal data on the vertical axis to a standard normal population on the horizontal axis. The linearity of the points suggests that the data are normally distributed.”

This is verfied in my hobbies_model.

  • Residuals Vs Leverage:

By definition: “Outliers: an outlier is defined as an observation that has a large residual. In other words, the observed value for the point is very different from that predicted by the regression model. Leverage points: A leverage point is defined as an observation that has a value of x that is far away from the mean of x.”


9.2 - Linear Discriminant analysis (LDA)

Linear discriminant analysis (LDA) is one of the methods that can be used for dimensionality reduction and cluster data. This method takes in account the overall data features in order to characterize a linear combination of features that allow the identification of sub-clusters in the data.

  • In order to perform LDA analysis:
    • The data needs to be scaled / standardized since the original data was not presenting the same variance range in all the variables;
    • Test and train sets created to validade the model;

9.2.0.1 For this I selected the subgroup Artistic_Hobbies and Generic_Hobbies

## [1] 6905
##      Show Exhib Play.M Collect Gender      Age Marital.St             Prof
## 5682    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4040    0     1      0       0      F  (25,35]     Single         Employee
## 2658    0     0      0       0      M  (35,45]    Married Unskilled worker
## 2002    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4584    1     0      1       1      M  (35,45]     Single  Manual labourer
## 3248    0     0      0       0      M  (35,45]    Married       Technician
## 2378    0     0      0       0      F  (45,55]  Remarried         Employee
## 5295    0     0      0       0      F  (45,55]    Married         Employee
## 5495    1     1      1       0      F  (25,35]    Married          Foreman
## 1497    1     0      0       0      F  (45,55]    Married         Employee
## 3402    1     1      0       1      M  (35,45]   Divorcee  Manual labourer
## 3950    1     1      0       0      F  (45,55]    Married       Management
## 4949    0     1      0       0      M  (75,85]    Married       Management
## 5589    0     1      1       1      M  (55,65]    Married         Employee
## 4591    0     0      0       0      F  (35,45]    Married         Employee
## 3474    0     0      0       0      M  (55,65]    Married         Employee
## 1209    1     0      0       1      F  (55,65]  Remarried Unskilled worker
## 4536    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3854    1     0      0       0      F  (45,55]    Married  Manual labourer
## 1117    0     0      0       0      F  (55,65]   Divorcee  Manual labourer
## 849     0     0      0       0      M  (75,85]    Married  Manual labourer
## 3560    0     1      0       0      M  (25,35]    Married       Technician
## 6106    0     0      0       0      M  (35,45]  Remarried  Manual labourer
## 3405    0     0      0       0      M  (25,35]     Single  Manual labourer
## 3736    1     1      0       0      F  (35,45]    Married  Manual labourer
## 4912    1     0      0       0      F  (45,55]    Married         Employee
## 902     0     0      0       1      M  (45,55]    Widower          Foreman
## 970     0     0      0       0      F  (75,85]    Widower Unskilled worker
## 2243    0     0      0       0      M  (55,65]     Single  Manual labourer
## 2726    0     0      0       0      M  (45,55]    Married  Manual labourer
## 236     0     0      0       0      M  (25,35]    Married  Manual labourer
## 2022    1     0      0       0      F  [15,25]     Single         Employee
## 99      1     0      1       0      M  (25,35]     Single         Employee
## 1099    0     0      0       0      M  (25,35]    Married            Other
## 5156    0     0      0       1      M  (65,75]    Married          Foreman
## 950     0     0      0       0      M  (25,35]    Married  Manual labourer
## 3933    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 3883    1     1      0       0      M  [15,25]     Single          Foreman
## 4583    1     1      0       0      M  (25,35]     Single         Employee
## 2121    0     0      0       0      F  (25,35]     Single         Employee
## 2636    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5917    0     1      0       1      F  (45,55]    Married  Manual labourer
## 1374    0     1      0       0      M  (35,45]    Married          Foreman
## 4491    0     0      0       0      M  (55,65]    Married       Management
## 3990    0     0      0       1      F  (45,55]    Widower         Employee
## 3519    0     0      0       0      F  (35,45]     Single         Employee
## 346     0     0      0       0      M  (25,35]    Married  Manual labourer
## 4854    1     0      1       1      M  (45,55]    Married         Employee
## 6476    0     1      0       0      F  (35,45]    Married          Foreman
## 5941    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 416     0     0      0       0      F  [15,25]    Married         Employee
## 5802    1     0      0       0      F  (45,55]   Divorcee         Employee
## 1982    0     0      0       0      F  (65,75]    Married         Employee
## 5103    0     0      0       0      F  (25,35]   Divorcee         Employee
## 4526    1     0      1       1      F  [15,25]     Single         Employee
## 6728    0     1      0       1      M  (55,65]  Remarried       Technician
## 1907    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 542     0     0      0       0      F  (75,85]    Widower  Manual labourer
## 394     0     0      1       0      M  (55,65]    Married Unskilled worker
## 2353    0     0      0       0      F  (25,35]    Married         Employee
## 5006    1     0      0       0      F  (45,55]    Married         Employee
## 2672    1     0      0       0      M  (75,85]    Married  Manual labourer
## 2655    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2721    1     0      0       0      M  (35,45]    Married  Manual labourer
## 1962    1     1      1       0      M  (45,55]    Married       Technician
## 3559    0     0      0       0      M  (75,85]    Married          Foreman
## 2759    1     1      0       0      F  [15,25]     Single         Employee
## 2923    0     0      1       0      F  (35,45]    Married         Employee
## 4115    0     0      1       0      F  [15,25]    Married         Employee
## 1020    0     0      0       0      M  (25,35]    Married  Manual labourer
## 6038    0     1      0       0      F  (25,35]    Married         Employee
## 1112    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 883     0     0      0       0      M (85,100]    Married Unskilled worker
## 3392    0     1      0       0      M  (75,85]    Married          Foreman
## 213     1     0      0       0      F (85,100]    Widower       Management
## 2823    0     1      1       0      M  (75,85]    Married  Manual labourer
## 6538    0     1      1       0      M  (45,55]   Divorcee         Employee
## 2941    1     0      0       0      F  (55,65]    Married         Employee
## 3311    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2237    1     0      0       0      F  (55,65]    Widower         Employee
## 4628    1     0      1       0      M  (45,55]     Single          Foreman
## 593     1     1      1       0      M  (25,35]    Married         Employee
## 3480    1     1      1       1      F  (45,55]    Married       Management
## 5260    1     0      1       0      M  (25,35]     Single  Manual labourer
## 4217    1     1      1       0      M  (45,55]    Married       Management
## 1552    0     0      0       0      F  (35,45]    Married         Employee
## 102     0     1      1       0      M  (65,75]    Married       Management
## 5965    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5386    1     0      0       0      F  (45,55]    Married       Management
## 3672    1     1      0       0      M  (25,35]     Single  Manual labourer
## 1732    0     0      0       0      F  (25,35]    Married         Employee
## 383     0     0      0       0      F  (35,45]   Divorcee         Employee
## 2010    0     0      0       0      M  (45,55]    Married       Technician
## 1142    0     1      0       0      M  (35,45]    Married          Foreman
## 3715    0     0      0       0      M  (25,35]    Married       Management
## 5988    0     0      0       0      F  (25,35]    Married         Employee
## 4637    0     0      0       0      M  (45,55]    Married          Foreman
## 6532    1     1      0       0      M  (35,45]     Single  Manual labourer
## 945     0     0      1       0      M  (35,45]     Single  Manual labourer
## 2315    1     1      0       0      F  (45,55]  Remarried         Employee
## 2128    1     0      0       0      M  [15,25]     Single Unskilled worker
## 4836    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5026    0     0      0       0      M  (55,65]     Single       Management
## 5304    0     1      0       0      F  (35,45]     Single         Employee
## 3131    0     1      0       0      F  (45,55]   Divorcee          Foreman
## 6841    1     0      0       0      M  (35,45]    Married          Foreman
## 6347    0     0      0       0      F  (35,45]    Married         Employee
## 1182    1     1      0       0      F  (65,75]    Widower         Employee
## 115     1     1      1       0      F  (25,35]     Single            Other
## 2466    0     0      0       0      F  (25,35]     Single         Employee
## 4834    0     0      0       0      F  (75,85]    Married         Employee
## 4051    0     1      0       0      M  (55,65]    Married       Management
## 6586    0     0      1       1      M  (45,55]    Widower  Manual labourer
## 3768    0     0      0       0      F  (75,85]    Widower          Foreman
## 3283    1     1      1       0      F  (25,35]    Married         Employee
## 5161    0     0      0       0      F  (65,75]    Widower       Management
## 6049    1     1      0       0      M  (65,75]    Married       Management
## 4472    0     0      0       1      F  (35,45]     Single Unskilled worker
## 5285    1     1      0       0      F  (35,45]    Married          Foreman
## 6412    0     0      0       0      F  (45,55]    Widower            Other
## 1923    0     0      0       1      F  (55,65]    Widower         Employee
## 1398    1     1      0       0      M  (55,65]  Remarried  Manual labourer
## 3321    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 3685    0     1      1       0      F  (35,45]     Single       Technician
## 2021    0     0      0       0      F  (45,55]    Married         Employee
## 6173    0     0      0       0      F  (45,55]    Married         Employee
## 1274    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1554    0     0      0       0      F  (75,85]    Married         Employee
## 3669    0     0      0       0      F  (65,75]    Married         Employee
## 5532    1     0      0       0      M  [15,25]     Single Unskilled worker
## 79      1     0      0       0      M  (25,35]     Single       Management
## 6287    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5774    0     0      0       0      M  (45,55]    Widower Unskilled worker
## 5807    0     0      0       0      F  (25,35]    Married       Management
## 6297    0     0      0       0      F  (25,35]     Single Unskilled worker
## 5650    0     0      0       0      F  (35,45]    Married         Employee
## 1305    0     1      0       0      F  (45,55]    Married       Technician
## 2110    0     0      1       1      M  (65,75]    Married       Management
## 3123    0     0      0       0      M  (65,75]    Married  Manual labourer
## 718     0     0      0       0      F  (45,55]    Widower         Employee
## 270     0     1      1       0      F  (35,45]   Divorcee          Foreman
## 840     1     1      1       0      F  (45,55]  Remarried            Other
## 3308    0     0      1       0      M  (45,55]    Married          Foreman
## 4675    1     1      1       0      M  [15,25]    Married Unskilled worker
## 3431    0     0      0       0      M  (45,55]     Single Unskilled worker
## 1273    0     0      0       0      M  (55,65]    Married       Management
## 4684    0     0      0       0      F  (35,45]     Single         Employee
## 6675    0     0      0       0      M  (25,35]     Single         Employee
## 609     0     0      0       0      M  (55,65]    Married         Employee
## 890     0     0      0       1      M  (45,55]    Married  Manual labourer
## 5425    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2206    1     0      0       0      M  (35,45]    Married  Manual labourer
## 2533    1     1      1       1      F  (55,65]    Married         Employee
## 1449    0     1      1       0      F  (25,35]  Remarried         Employee
## 4578    1     1      1       1      M  (25,35]     Single          Foreman
## 5202    1     0      0       0      F  (25,35]   Divorcee          Foreman
## 6471    0     0      0       0      F  (25,35]     Single         Employee
## 136     0     0      0       0      M  (45,55]    Married  Manual labourer
## 5525    0     0      0       0      F  (75,85]    Widower         Employee
## 1258    0     1      1       1      F  (45,55]   Divorcee         Employee
## 1581    0     0      0       1      M  (45,55]    Married       Technician
## 534     0     1      0       0      M  (45,55]    Married       Technician
## 6284    1     0      0       1      M  (35,45]    Married          Foreman
## 4764    1     1      1       0      F  (35,45]   Divorcee       Management
## 3330    1     1      0       0      M  (25,35]     Single          Foreman
## 3146    0     1      0       0      F  (65,75]    Widower  Manual labourer
## 2228    0     0      0       0      M  (65,75]    Married  Manual labourer
## 3863    1     0      0       1      M  (45,55]    Married  Manual labourer
## 1056    0     0      0       0      F  (65,75]    Widower         Employee
## 3337    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4009    0     0      0       0      F  (25,35]    Married         Employee
## 6788    0     0      0       0      M  [15,25]     Single         Employee
## 1057    1     0      1       0      F  (45,55]    Married         Employee
## 6835    0     0      0       0      F  (45,55]    Married         Employee
## 6286    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4874    0     0      0       0      F  (35,45]    Married Unskilled worker
## 3939    0     1      0       0      M  (25,35]     Single       Management
## 931     0     0      0       0      F  (35,45]    Married         Employee
## 5195    1     1      1       1      F  (55,65]    Married          Foreman
## 1844    1     0      0       0      M  (25,35]     Single         Employee
## 6905    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 3218    1     0      0       0      F  (65,75]    Married         Employee
## 2485    0     0      1       1      F  (45,55]     Single         Employee
## 6264    0     0      1       0      F  (65,75]    Widower         Employee
## 4243    1     1      0       1      M  (45,55]    Married          Foreman
## 5477    0     0      0       1      M  [15,25]     Single  Manual labourer
## 2382    0     0      0       0      F  (35,45]    Married Unskilled worker
## 2830    0     0      0       0      F  (35,45]    Married         Employee
## 5299    1     1      0       0      F  (55,65]    Married         Employee
## 6066    1     1      0       0      F  (35,45]    Married         Employee
## 5728    0     0      0       0      F  (65,75]    Married         Employee
## 6326    0     0      0       0      F  (75,85]  Remarried         Employee
## 1727    0     0      0       0      M  (35,45]     Single Unskilled worker
## 4533    0     0      0       0      F  (25,35]    Married         Employee
## 5611    1     1      1       0      F  (45,55]  Remarried          Foreman
## 1772    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2267    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 4861    0     1      0       0      F  (55,65]    Married         Employee
## 5437    1     1      1       0      M  (25,35]     Single            Other
## 2266    1     0      0       0      M  (45,55]    Married          Foreman
## 4428    0     0      0       0      F  [15,25]     Single         Employee
## 3324    0     0      0       0      M  (55,65]    Married       Technician
## 3549    0     0      0       0      M  (25,35]     Single Unskilled worker
## 478     0     0      0       0      M  [15,25]     Single  Manual labourer
## 6117    1     1      1       1      M  (45,55]     Single         Employee
## 4048    1     1      1       0      F  (45,55]    Married       Management
## 2649    0     0      0       1      F  (45,55]  Remarried         Employee
## 4627    0     0      0       1      M  [15,25]     Single          Foreman
## 5305    0     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 1724    0     0      0       0      F  (25,35]    Married Unskilled worker
## 2216    0     0      0       0      M  (25,35]     Single          Foreman
## 5685    0     0      0       0      M  (35,45]     Single  Manual labourer
## 6417    0     0      0       0      F  (35,45]    Married          Foreman
## 4158    1     1      1       1      M  (35,45]    Married       Management
## 4308    0     0      1       0      F  (25,35]     Single         Employee
## 2916    0     0      0       0      F  (55,65]    Married  Manual labourer
## 3844    0     0      0       0      M  (25,35]    Married Unskilled worker
## 2420    1     1      1       0      F  (35,45]     Single          Foreman
## 2915    1     1      0       0      F  (65,75]    Married  Manual labourer
## 2074    0     0      1       0      M  (45,55]  Remarried       Technician
## 6051    0     0      0       0      F  (35,45]    Married         Employee
## 6217    1     1      0       0      F  (55,65]  Remarried       Management
## 6252    0     0      0       0      F  (45,55]  Remarried Unskilled worker
## 3520    0     1      1       0      F  (25,35]     Single  Manual labourer
## 1132    1     0      0       1      M  (45,55]    Married  Manual labourer
## 3036    1     0      1       0      F  (45,55]     Single         Employee
## 2162    0     0      0       0      M  (25,35]     Single Unskilled worker
## 6363    0     0      0       0      M  (45,55]    Married       Management
## 4441    0     0      0       0      M  (55,65]    Married       Management
## 5065    0     0      0       0      M  (35,45]    Married Unskilled worker
## 4132    1     1      0       1      F  (45,55]    Married         Employee
## 2400    0     0      0       0      M  (45,55]  Remarried         Employee
## 4994    0     1      0       0      F  (35,45]    Married         Employee
## 6854    0     0      0       0      M  (65,75]    Married          Foreman
## 3963    0     0      0       1      F  (55,65]    Married Unskilled worker
## 5748    0     0      1       0      F  (35,45]   Divorcee         Employee
## 5805    0     1      0       1      M  (45,55]     Single       Technician
## 3600    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 3917    1     0      0       0      F  (45,55]    Married Unskilled worker
## 2778    0     0      0       0      M  [15,25]     Single       Technician
## 817     1     1      0       0      M  (35,45]     Single       Management
## 3927    0     0      0       0      F  (75,85]  Remarried         Employee
## 2501    0     0      0       0      F  (65,75]    Married Unskilled worker
## 4654    0     0      0       0      F  (45,55]     Single       Technician
## 3613    0     0      0       1      F  (55,65]    Widower         Employee
## 5948    0     1      0       0      F  (75,85]    Widower         Employee
## 184     0     1      0       0      M  (45,55]    Married  Manual labourer
## 4624    0     0      0       0      M  (25,35]    Married            Other
## 5543    1     0      0       0      M  [15,25]     Single Unskilled worker
## 1713    0     0      0       0      M  (45,55]  Remarried          Foreman
## 2054    0     1      0       0      M  (35,45]    Married       Management
## 2503    0     1      1       1      F  [15,25]     Single       Technician
## 4006    0     1      0       0      F  (45,55]    Married       Management
## 3819    1     0      0       0      M  (25,35]     Single       Technician
## 4081    0     1      0       0      M  (35,45]   Divorcee Unskilled worker
## 5900    1     1      0       1      F  (45,55]     Single       Management
## 3636    0     1      0       0      M  (25,35]    Married          Foreman
## 5407    0     0      0       0      M  [15,25]     Single  Manual labourer
## 2297    0     0      0       0      F  (25,35]   Divorcee         Employee
## 4870    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 4616    1     0      0       0      F  (45,55]    Married         Employee
## 371     1     1      0       0      F  (35,45]     Single         Employee
## 3258    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6244    0     0      0       0      M  (75,85]     Single  Manual labourer
## 2465    0     0      0       0      F  (35,45]    Married Unskilled worker
## 5040    0     1      0       0      M (85,100]  Remarried       Management
## 4621    1     0      1       0      M  (55,65]    Married       Management
## 376     1     0      1       0      F  (55,65]     Single          Foreman
## 4760    0     1      1       0      F  (65,75]    Married          Foreman
## 2185    0     0      0       0      M  (45,55]   Divorcee       Technician
## 936     0     0      0       0      M  (25,35]     Single  Manual labourer
## 5007    0     0      1       0      M  (25,35]     Single Unskilled worker
## 2173    0     0      0       0      F  (45,55]   Divorcee         Employee
## 761     0     0      0       1      M  (35,45]  Remarried  Manual labourer
## 5841    0     1      0       0      F  (65,75]    Married       Management
## 6615    0     0      0       1      F  (25,35]    Married  Manual labourer
## 1390    0     0      0       0      F  (45,55]   Divorcee         Employee
## 5539    1     1      0       0      M  (25,35]    Married          Foreman
## 3162    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 2398    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 6511    1     0      0       0      F  (55,65]    Married         Employee
## 3234    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1071    0     0      0       0      M  (25,35]    Married         Employee
## 2619    0     0      1       0      M  (65,75]  Remarried          Foreman
## 5071    0     0      0       0      F  (35,45]    Married Unskilled worker
## 719     0     0      0       0      F  [15,25]     Single         Employee
## 5790    0     0      0       0      M  (25,35]    Married Unskilled worker
## 1441    0     0      1       0      M  (35,45]    Married       Management
## 739     0     0      0       0      F  (65,75]   Divorcee  Manual labourer
## 1603    0     0      0       1      F  (35,45]  Remarried         Employee
## 2008    0     0      1       0      F  (25,35]    Married         Employee
## 1752    1     0      0       0      M  (45,55]     Single       Management
## 2179    0     0      0       0      F  (35,45]    Married         Employee
## 1423    1     1      0       0      F  (55,65]    Married            Other
## 3512    0     1      0       0      M  (45,55]   Divorcee  Manual labourer
## 1457    1     1      1       0      F  (35,45]    Married       Management
## 4206    0     0      0       0      F  (45,55]    Married  Manual labourer
## 1171    1     0      0       0      M  (35,45]     Single  Manual labourer
## 3692    0     1      1       0      M  (35,45]     Single         Employee
## 5008    0     0      1       0      M  (55,65]  Remarried Unskilled worker
## 2732    0     1      0       0      M  (55,65]    Married  Manual labourer
## 338     1     1      1       0      F  (25,35]     Single          Foreman
## 2405    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 6774    0     0      0       0      M  (55,65]  Remarried Unskilled worker
## 3915    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2881    0     0      0       1      M  (45,55]    Married          Foreman
## 809     1     0      0       0      F  (25,35]     Single         Employee
## 2417    0     0      1       1      F  (35,45]     Single         Employee
## 5064    0     0      0       0      F  (65,75]    Married         Employee
## 4267    1     0      0       0      M  (75,85]    Married         Employee
## 2977    0     0      0       0      F  (55,65]    Widower         Employee
## 5982    0     0      0       0      F  (45,55]    Married Unskilled worker
## 3968    0     0      0       0      F  (65,75]    Widower         Employee
## 1018    0     0      0       0      M  (55,65]    Married          Foreman
## 1365    1     0      0       0      F  (45,55]    Married         Employee
## 259     0     0      0       1      F  (55,65]    Widower         Employee
## 708     0     0      0       0      M  (45,55]    Married       Management
## 2101    0     0      0       0      F  (55,65]    Married         Employee
## 4276    0     1      0       0      F  (55,65]    Married          Foreman
## 196     0     0      0       0      F  (65,75]    Married Unskilled worker
## 1987    0     0      0       0      F  (35,45]     Single         Employee
## 3305    0     0      0       0      F  (35,45]    Married         Employee
## 4527    1     1      0       0      F  (75,85]    Widower         Employee
## 2515    0     0      0       0      M  (45,55]    Married         Employee
## 6235    0     0      0       1      M  (35,45]     Single Unskilled worker
## 3994    1     1      0       0      M  (55,65]    Married          Foreman
## 2984    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4650    0     0      0       0      F (85,100]    Widower         Employee
## 104     1     1      0       0      F  (75,85]    Widower       Management
## 3960    0     0      0       0      M  (25,35]    Married  Manual labourer
## 5347    1     1      0       0      M  [15,25]     Single  Manual labourer
## 3073    0     0      0       0      M  (35,45]    Married       Technician
## 597     0     0      0       0      F  (35,45]    Married       Management
## 2426    1     1      0       1      M  (45,55]   Divorcee         Employee
## 3987    0     0      0       0      F  (65,75]    Married Unskilled worker
## 1922    0     1      1       0      F  (75,85]    Married         Employee
## 2005    1     1      0       0      M  [15,25]     Single Unskilled worker
## 1446    0     1      0       0      M  (55,65]  Remarried       Management
## 2168    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6857    1     1      1       0      M  (75,85]    Widower       Management
## 6079    0     0      0       0      M  (35,45]     Single       Technician
## 4663    1     0      0       0      M  (25,35]     Single          Foreman
## 2339    0     0      0       1      F  (45,55]    Married         Employee
## 3167    0     0      0       0      M  (25,35]    Married  Manual labourer
## 2518    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 924     0     0      0       1      M  (35,45]    Married         Employee
## 6798    0     0      0       0      M  (45,55]  Remarried       Management
## 4982    1     0      0       0      F  (35,45]   Divorcee          Foreman
## 396     0     0      0       0      F  (75,85]    Widower  Manual labourer
## 6780    0     0      0       0      F  (65,75]    Widower         Employee
## 678     0     0      0       0      M  (25,35]    Married         Employee
## 3329    1     1      0       0      F  (25,35]    Married Unskilled worker
## 2220    0     0      0       0      M  (45,55]    Married       Management
## 1354    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1565    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 4058    0     1      0       0      F  (55,65]    Widower         Employee
## 1980    0     1      0       0      F  (25,35]     Single         Employee
## 5015    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 2072    0     0      0       0      F  (45,55]    Married            Other
## 2715    0     0      1       0      M  (25,35]    Married Unskilled worker
## 126     1     0      0       0      F  (25,35]    Married       Management
## 6203    0     0      0       0      M  (65,75]    Married          Foreman
## 1373    0     0      0       0      F  (45,55]    Married          Foreman
## 6385    0     0      0       0      M  (55,65]    Married       Management
## 4881    0     1      0       0      M  (35,45]    Married  Manual labourer
## 6687    0     0      0       0      F  (35,45]     Single         Employee
## 1641    1     1      0       0      F  (45,55]    Married         Employee
## 2737    1     0      1       0      M  (45,55]    Married       Technician
## 3288    1     1      1       0      F  (25,35]   Divorcee       Management
## 3059    0     0      0       0      F  (45,55]    Married Unskilled worker
## 2901    0     0      0       0      F  (45,55]    Married         Employee
## 1785    1     0      1       0      M  (35,45]     Single       Management
## 6072    1     0      0       0      F  [15,25]     Single         Employee
## 2502    0     0      0       0      M  (35,45]     Single Unskilled worker
## 815     0     0      1       0      M  (25,35]    Married       Technician
## 2964    0     0      1       0      M  (45,55]    Married  Manual labourer
## 4670    0     1      0       0      F  [15,25]     Single         Employee
## 2210    0     0      1       0      F  (35,45]   Divorcee         Employee
## 364     1     1      0       0      F  (35,45]     Single         Employee
## 39      1     1      0       0      M  (65,75]    Married       Management
## 1928    0     0      0       0      M  (65,75]    Widower         Employee
## 1973    0     0      0       0      M  (75,85]    Married  Manual labourer
## 2248    0     0      0       0      F  (45,55]    Married Unskilled worker
## 3156    0     1      1       1      F  (55,65]    Married Unskilled worker
## 2648    0     0      0       0      M  (35,45]  Remarried  Manual labourer
## 3727    0     1      0       0      F  (25,35]    Married         Employee
## 2885    0     0      0       0      F  (35,45]    Married         Employee
## 1133    0     0      1       0      F  (45,55]    Married         Employee
## 6831    1     1      0       0      F  (45,55]    Widower          Foreman
## 1764    1     1      0       0      F  (35,45]     Single  Manual labourer
## 1098    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4557    0     1      0       0      M  (45,55]  Remarried       Technician
## 4682    0     0      1       0      M  (25,35]     Single       Management
## 3840    1     1      1       0      F  (25,35]     Single         Employee
## 2349    1     1      0       0      M  (35,45]    Married  Manual labourer
## 2287    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3682    1     1      1       0      F  (55,65]     Single       Management
## 4292    1     1      0       0      M  (55,65]    Married       Management
## 3379    0     0      0       1      M  (25,35]     Single Unskilled worker
## 2374    0     0      0       0      M  (75,85]    Married         Employee
## 469     1     1      1       0      M  (25,35]     Single          Foreman
## 2286    0     0      0       1      M  (65,75]    Married  Manual labourer
## 4643    0     0      0       0      M  (25,35]    Married       Management
## 5251    0     0      0       0      F  (75,85]     Single Unskilled worker
## 6840    1     1      0       0      F  (45,55]   Divorcee       Management
## 3378    0     0      0       0      F  (65,75]    Married         Employee
## 813     0     1      0       1      M  (65,75]    Married       Technician
## 3873    0     0      0       0      F (85,100]    Widower         Employee
## 6394    1     0      0       0      M  (45,55]     Single         Employee
## 3566    0     1      0       0      F  (55,65]    Married         Employee
## 5109    1     1      0       0      F  (45,55]    Married         Employee
## 1234    1     1      1       0      M  (55,65]    Married       Management
## 4707    0     0      0       0      F  (45,55]    Married          Foreman
## 3928    0     0      0       0      F  (55,65]   Divorcee         Employee
## 6809    1     0      0       0      F  (45,55]  Remarried         Employee
## 2617    0     0      0       0      F  [15,25]     Single       Technician
## 4719    0     1      0       0      F  (55,65]   Divorcee         Employee
## 6806    0     0      0       1      F  (45,55]   Divorcee         Employee
## 1756    0     1      0       0      M  (65,75]    Married          Foreman
## 1709    0     0      0       0      M (85,100]    Married Unskilled worker
## 5894    0     0      0       0      F  (45,55]     Single          Foreman
## 1159    0     0      0       0      M  (45,55]    Married       Management
## 1233    1     1      1       0      M  (35,45]    Married            Other
## 1436    0     0      0       0      M  (55,65]    Married Unskilled worker
## 3790    1     1      1       0      F  (45,55]    Married          Foreman
## 3391    0     1      0       0      M  (35,45]   Divorcee  Manual labourer
## 774     0     1      1       0      F  (25,35]    Married         Employee
## 740     1     1      0       0      M  (55,65]    Widower       Management
## 6075    0     0      0       0      F  [15,25]     Single         Employee
## 6136    0     1      0       0      F  [15,25]     Single          Foreman
## 3558    1     1      0       0      F  (55,65]   Divorcee         Employee
## 2214    1     1      1       0      F  (65,75]    Widower       Technician
## 2739    0     0      0       0      M  (45,55]    Married       Management
## 917     0     0      0       0      M  (45,55]   Divorcee         Employee
## 3203    0     0      0       0      F  (45,55]    Married         Employee
## 72      1     0      0       1      M  (35,45]    Married       Management
## 4487    1     1      1       0      M  [15,25]     Single         Employee
## 3876    0     0      0       0      F  (45,55]    Married Unskilled worker
## 6475    0     1      0       0      F  [15,25]     Single          Foreman
## 3366    1     0      0       0      F  (75,85]    Widower         Employee
## 6451    1     0      0       0      M  (25,35]    Married       Management
## 2176    0     0      0       0      F  (35,45]    Married         Employee
## 5865    1     1      0       0      F  (65,75]    Married       Management
## 1777    0     0      0       0      F  (55,65]    Married  Manual labourer
## 2527    1     0      0       0      F  [15,25]     Single         Employee
## 1110    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1901    0     0      0       0      M  (65,75]    Married  Manual labourer
## 3973    0     0      0       0      M  (25,35]    Married         Employee
## 2794    0     0      0       0      F  (55,65]    Widower         Employee
## 4618    0     1      0       0      M  (75,85]   Divorcee       Management
## 2124    1     1      0       1      M  (55,65]    Widower       Management
## 5042    1     0      0       0      F  (35,45]    Married         Employee
## 4208    0     0      0       0      F  (35,45]  Remarried         Employee
## 6023    0     0      0       0      F  (35,45]    Married         Employee
## 1343    0     0      0       0      M  (25,35]    Married       Management
## 5725    0     1      0       0      M  (55,65]  Remarried  Manual labourer
## 6500    1     1      1       0      F  (55,65]    Married       Management
## 153     0     1      1       0      F  (35,45]     Single          Foreman
## 6676    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1448    1     1      0       0      F  (45,55]    Married         Employee
## 3754    0     0      0       0      M  (45,55]    Married          Foreman
## 3020    1     0      0       0      F  (35,45]    Married         Employee
## 6552    0     0      0       0      F  (45,55]  Remarried         Employee
## 1909    0     0      0       0      F  (45,55]     Single       Management
## 2608    0     0      0       0      F  (45,55]    Married         Employee
## 579     1     1      1       0      F  (45,55]    Married          Foreman
## 1813    0     1      0       1      F  (25,35]     Single         Employee
## 3468    0     0      0       0      M  (35,45]     Single         Employee
## 2091    0     0      0       0      F  (45,55]    Married       Technician
## 4985    0     0      0       0      M  (55,65]    Married          Foreman
## 113     0     0      0       0      M  (35,45]     Single Unskilled worker
## 2081    0     0      0       0      M  (55,65]    Married Unskilled worker
## 6825    0     0      0       0      F  (65,75]    Married         Employee
## 5134    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 3839    0     0      0       0      M  (35,45]    Married          Foreman
## 4104    0     0      0       0      M  (45,55]    Married       Technician
## 4241    0     0      0       0      F  (25,35]     Single Unskilled worker
## 2025    0     1      0       0      F  (55,65]    Married       Management
## 2514    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5770    0     0      0       0      M  (35,45]    Married Unskilled worker
## 1629    0     0      0       0      F  (35,45]    Married  Manual labourer
## 4989    1     1      0       0      F  (45,55]    Married       Technician
## 6122    0     0      0       0      F  (25,35]   Divorcee         Employee
## 4625    1     0      1       0      M  (25,35]     Single          Foreman
## 2568    0     0      0       0      F  (35,45]    Married  Manual labourer
## 4632    0     0      0       0      M  (65,75]    Married          Foreman
## 6222    1     0      0       0      F  (45,55]    Married          Foreman
## 4143    0     1      0       0      F  (75,85]    Widower       Management
## 2325    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6467    0     1      0       0      F  (35,45]     Single         Employee
## 4568    0     0      0       0      F  (65,75]  Remarried Unskilled worker
## 1381    1     1      0       0      M  (75,85]     Single          Foreman
## 5392    0     0      0       0      M  (65,75]     Single  Manual labourer
## 6226    0     0      0       0      M  (65,75]    Widower            Other
## 1858    1     1      0       1      F  (55,65]  Remarried         Employee
## 1771    0     1      1       1      M  (65,75]    Married       Management
## 3461    0     1      1       0      F  (65,75]    Married         Employee
## 2239    0     0      1       0      M  (45,55]   Divorcee       Management
## 1845    1     0      0       0      F  (25,35]    Married       Management
## 4622    0     0      0       0      F  (55,65]    Widower         Employee
## 5699    1     0      0       0      M  (65,75]     Single         Employee
## 2883    0     0      0       0      F  (55,65]    Widower         Employee
## 322     0     0      0       0      M  (75,85]    Married       Management
## 6430    0     0      0       0      M  (55,65]  Remarried       Management
## 649     1     1      1       1      F  (45,55]    Married          Foreman
## 5458    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5796    0     1      0       0      M  (55,65]   Divorcee Unskilled worker
## 4548    0     1      1       1      F  (25,35]     Single  Manual labourer
## 2745    0     0      0       0      M  (25,35]    Married Unskilled worker
## 1920    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 91      1     1      0       0      F  (25,35]     Single       Management
## 4334    0     0      0       0      M  (45,55]  Remarried          Foreman
## 1740    0     1      1       0      F  (55,65]  Remarried         Employee
## 3775    0     0      0       1      F  (45,55]   Divorcee         Employee
## 3583    0     0      0       0      F  [15,25]     Single         Employee
## 3033    0     0      0       0      M  (25,35]     Single  Manual labourer
## 6407    0     1      0       0      M  (65,75]     Single  Manual labourer
## 1592    0     1      1       1      F  (55,65]    Widower            Other
## 4198    0     0      0       0      F  (35,45]    Married            Other
## 4620    0     1      0       1      M  (35,45]    Married       Technician
## 1015    1     0      0       1      F  (35,45]    Married       Technician
## 987     0     0      0       0      M  (35,45]    Married       Management
## 434     0     1      0       0      F  (45,55]    Married         Employee
## 2657    0     0      0       0      M  (75,85]    Married Unskilled worker
## 3223    1     0      0       0      M  (35,45]    Married       Technician
## 4939    0     0      0       0      F  (75,85]    Widower         Employee
## 1960    0     0      0       0      F  (35,45]    Married         Employee
## 862     0     0      0       1      F  (35,45]    Married         Employee
## 2911    0     1      0       0      F  (45,55]    Married         Employee
## 103     1     1      0       1      M  [15,25]     Single         Employee
## 6074    0     0      0       0      F  (35,45]     Single            Other
## 6845    0     0      0       0      M  (65,75]    Married            Other
## 260     1     1      1       0      F  (35,45]    Married          Foreman
## 6099    1     1      0       0      F  (45,55]    Married         Employee
## 3082    0     0      0       0      F  (75,85]    Widower         Employee
## 116     1     0      0       0      M  (35,45]  Remarried       Management
## 6573    0     0      0       0      M  (35,45]   Divorcee         Employee
## 5475    1     0      0       0      F  (35,45]     Single       Management
## 923     0     0      0       0      F  (35,45]    Married         Employee
## 2045    0     0      0       0      M  (45,55]     Single         Employee
## 6328    0     1      0       0      F  (25,35]     Single         Employee
## 4605    1     0      1       1      F  (25,35]     Single         Employee
## 4959    0     0      0       0      F  (55,65]    Married         Employee
## 2810    0     0      1       0      F  (35,45]    Married         Employee
## 6386    0     0      0       0      F  (35,45]    Married         Employee
## 3598    0     0      0       0      F  (25,35]     Single         Employee
## 1702    0     0      0       0      M  (55,65]    Married  Manual labourer
## 501     1     1      0       1      M  (35,45]   Divorcee  Manual labourer
## 6882    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5968    0     0      1       0      F  (25,35]    Married Unskilled worker
## 3942    0     0      0       0      F  (35,45]    Married Unskilled worker
## 6891    1     1      1       0      M  (65,75]     Single       Management
## 419     1     1      0       0      F  (55,65]    Married         Employee
## 5536    0     0      0       0      F  (45,55]    Married         Employee
## 2589    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4822    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5698    1     1      1       0      F  (35,45]     Single          Foreman
## 4608    0     0      1       0      F  (25,35]     Single         Employee
## 3333    0     1      0       0      M  (45,55]    Married       Management
## 1439    0     1      0       0      F  (45,55]    Married       Technician
## 3515    1     0      0       0      F  (25,35]    Married         Employee
## 1459    0     0      0       0      F  (65,75]    Widower         Employee
## 3859    0     1      0       0      F  (45,55]    Married  Manual labourer
## 3110    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 4179    0     1      0       0      M  (45,55]     Single Unskilled worker
## 2477    0     0      0       1      F  (45,55]    Married         Employee
## 6277    0     0      1       0      M  (55,65]  Remarried       Management
## 6629    0     0      0       0      F  (35,45]     Single  Manual labourer
## 4321    0     0      0       0      F  (45,55]    Married Unskilled worker
## 3350    0     0      0       0      F  (55,65]  Remarried         Employee
## 4999    1     1      0       0      F  (35,45]     Single         Employee
## 5514    1     0      1       0      F  (45,55]   Divorcee         Employee
## 245     0     0      0       0      F  (45,55]    Married       Management
## 1750    1     1      0       0      F  (65,75]    Married         Employee
## 1081    0     0      0       1      M  [15,25]     Single Unskilled worker
## 698     0     0      0       0      M  (75,85]    Married  Manual labourer
## 1781    1     0      0       0      F  (25,35]    Married         Employee
## 3637    0     1      1       0      M  (55,65]    Married       Technician
## 4833    1     0      1       0      F  (25,35]     Single       Management
## 578     0     1      1       1      F  (45,55]   Divorcee  Manual labourer
## 3691    1     1      0       0      F  (35,45]   Divorcee         Employee
## 5225    0     0      0       0      F  (65,75]    Married         Employee
## 960     0     0      1       0      M  (65,75]    Married       Management
## 3955    0     0      0       0      F  (25,35]    Married         Employee
## 1954    0     0      0       1      F  (45,55]    Married          Foreman
## 5228    0     0      0       0      F  (55,65]    Married  Manual labourer
## 645     0     0      0       0      F  (45,55]    Married       Technician
## 2777    1     0      0       0      F  [15,25]     Single            Other
## 4296    0     0      0       0      M  (35,45]     Single  Manual labourer
## 3553    0     0      0       0      F  (65,75]    Married Unskilled worker
## 181     1     1      0       0      F  (45,55]    Married         Employee
## 1934    0     1      0       0      M  (55,65]    Married         Employee
## 2014    0     1      0       0      M  (65,75]    Married       Technician
## 52      1     1      0       0      M  (35,45]     Single       Management
## 2779    0     0      0       0      F  (25,35]    Married         Employee
## 491     0     0      0       1      F  (45,55]    Married  Manual labourer
## 2137    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1221    0     0      0       0      F  (45,55]    Married         Employee
## 6759    0     1      0       0      F  (75,85]    Widower         Employee
## 5427    0     0      0       0      M  (35,45]    Married          Foreman
## 1243    1     1      0       0      M  (25,35]     Single       Management
## 3362    0     0      1       0      M  (35,45]     Single  Manual labourer
## 535     0     0      0       0      M  (45,55]    Married  Manual labourer
## 2625    0     0      0       0      F  (35,45]    Married Unskilled worker
## 3026    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2887    0     0      1       0      F  [15,25]     Single Unskilled worker
## 1422    0     0      0       0      M  (25,35]    Married         Employee
## 1478    0     0      0       0      M  [15,25]     Single Unskilled worker
## 983     0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 5150    1     1      0       1      M  (35,45]    Married  Manual labourer
## 3394    0     0      0       0      F  (65,75]  Remarried         Employee
## 663     0     0      0       0      M  (25,35]     Single Unskilled worker
## 144     1     0      1       0      M  [15,25]     Single  Manual labourer
## 3929    0     0      0       0      F  (65,75]  Remarried         Employee
## 129     0     1      1       1      M  [15,25]    Married         Employee
## 2299    1     1      1       1      F  (45,55]    Married         Employee
## 5986    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 5316    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5375    0     0      0       0      F  (45,55]  Remarried         Employee
## 1008    1     0      0       0      M  (25,35]    Married       Management
## 6625    0     0      0       0      F  (75,85]     Single  Manual labourer
## 5546    0     0      1       0      M  (65,75]    Married         Employee
## 906     0     0      1       0      F  (25,35]    Married         Employee
## 4783    1     0      0       0      F  (35,45]    Married         Employee
## 3043    0     0      0       0      F  (75,85]    Widower          Foreman
## 9       1     1      0       0      F  (75,85]   Divorcee       Management
## 3215    0     1      0       0      F  (45,55]    Married       Management
## 3298    0     1      0       0      F  (55,65]    Married       Management
## 1719    1     0      0       0      F  (25,35]     Single Unskilled worker
## 2238    0     1      0       1      M  (65,75]   Divorcee       Management
## 3592    0     0      0       0      M  (65,75]    Married Unskilled worker
## 2489    1     0      0       0      F  (35,45]     Single          Foreman
## 589     0     0      0       0      F  (55,65]  Remarried         Employee
## 1349    0     1      0       0      F  (55,65]    Married       Management
## 6723    0     0      0       0      M  (45,55]    Married       Technician
## 1405    0     0      0       0      F  (35,45]    Married         Employee
## 1540    0     0      0       0      F  (65,75]    Married         Employee
## 6103    0     0      0       0      M  (65,75]   Divorcee       Management
## 4661    0     0      0       0      F  (45,55]    Married         Employee
## 1462    1     0      0       0      F  (35,45]    Married         Employee
## 5218    0     0      0       0      M  (25,35]    Married          Foreman
## 5657    0     1      0       1      F  (45,55]   Divorcee          Foreman
## 3724    0     0      0       0      F  (65,75]    Married         Employee
## 1529    1     1      0       0      M  (35,45]     Single  Manual labourer
## 23      1     1      0       0      F  (45,55]     Single       Management
## 4100    0     0      0       0      M  (35,45]    Married Unskilled worker
## 4364    0     0      0       0      F  (55,65]    Married            Other
## 781     1     1      1       0      F  (35,45]    Married  Manual labourer
## 1841    1     0      1       0      F  (45,55]    Married         Employee
## 3407    1     1      0       0      M  (45,55]    Married  Manual labourer
## 253     0     0      0       0      M  (35,45]    Married       Management
## 3426    0     1      0       0      F  (45,55]     Single       Management
## 215     1     1      0       1      F  (55,65]     Single         Employee
## 3825    0     0      0       0      F  (35,45]    Married       Management
## 235     0     0      1       0      M  (45,55]     Single         Employee
## 2537    0     0      0       0      M  (25,35]    Married       Management
## 1350    0     1      0       0      M  (25,35]    Married  Manual labourer
## 4749    0     0      0       0      F  [15,25]     Single         Employee
## 2402    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6703    1     0      0       0      F  (35,45]   Divorcee       Technician
## 4492    0     0      0       1      M  [15,25]     Single Unskilled worker
## 3147    0     1      1       0      F  (35,45]    Married         Employee
## 1122    1     0      0       0      F  (45,55]   Divorcee         Employee
## 200     0     0      0       0      M  (55,65]    Married  Manual labourer
## 6601    1     1      1       0      F  (45,55]   Divorcee       Management
## 5994    0     0      0       0      F  (25,35]     Single         Employee
## 4160    0     0      0       0      F  (25,35]    Married          Foreman
## 5508    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2390    0     0      1       0      M  [15,25]     Single  Manual labourer
## 6546    1     0      0       0      M  (25,35]    Married          Foreman
## 2183    0     0      0       0      F  (75,85]    Married  Manual labourer
## 5116    1     1      1       0      M  (55,65]    Married       Management
## 1483    1     0      1       0      F  (35,45]    Married       Management
## 1989    0     0      1       1      F  (55,65]   Divorcee         Employee
## 6044    0     0      0       0      M  (35,45]    Married Unskilled worker
## 764     0     0      0       0      F  (55,65]    Widower         Employee
## 5592    0     0      0       0      F  (35,45]    Married         Employee
## 166     1     0      0       0      F  (25,35]    Married         Employee
## 2114    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1660    0     1      0       1      M  (55,65]    Married            Other
## 1595    0     0      0       0      F  (65,75]    Married         Employee
## 5639    1     1      1       0      F  (25,35]     Single       Management
## 6237    0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 541     0     0      0       0      F  (35,45]    Married  Manual labourer
## 2609    0     0      0       0      M  (25,35]    Married         Employee
## 2563    0     0      0       0      M  (65,75]   Divorcee  Manual labourer
## 6089    0     0      0       0      M  (25,35]     Single         Employee
## 5182    1     1      1       0      M  (25,35]     Single  Manual labourer
## 430     0     0      0       0      F  (75,85]    Widower         Employee
## 6465    0     0      0       0      F  (55,65]    Widower         Employee
## 3572    0     0      0       0      M  (55,65]  Remarried         Employee
## 3233    0     0      0       0      M  (35,45]     Single Unskilled worker
## 1278    1     1      1       1      M  (55,65]    Married          Foreman
## 4695    0     0      0       0      M  (45,55]     Single Unskilled worker
## 1213    0     1      0       0      M  (35,45]    Married  Manual labourer
## 1123    1     1      0       0      F  (65,75]    Married         Employee
## 6776    0     0      0       0      M  (35,45]  Remarried            Other
## 5753    1     1      0       0      F  (35,45]    Married         Employee
## 1738    0     0      0       0      M  (75,85]    Married Unskilled worker
## 700     1     1      0       1      M  (25,35]   Divorcee       Management
## 6818    0     0      0       0      M  (55,65]    Married  Manual labourer
## 3027    0     0      0       0      M  (65,75]    Married       Technician
## 3224    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6414    0     0      0       0      F  (25,35]     Single         Employee
## 449     0     0      1       0      F  (45,55]   Divorcee         Employee
## 680     0     0      0       0      M  (75,85]    Widower  Manual labourer
## 6054    0     0      0       0      F  (35,45]     Single         Employee
## 1451    0     0      0       0      M  (25,35]     Single         Employee
## 3371    0     1      1       0      M  (35,45]   Divorcee  Manual labourer
## 2971    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 5921    0     0      0       0      F  (65,75]    Married         Employee
## 1868    1     1      0       1      F  (25,35]   Divorcee         Employee
## 6814    0     1      1       1      F  (75,85]    Widower       Management
## 3116    1     0      0       0      F  (35,45]    Married         Employee
## 6118    0     0      0       0      F  (25,35]    Married         Employee
## 1417    1     0      0       0      M  (35,45]   Divorcee       Technician
## 4191    0     0      1       0      M  (55,65]    Married Unskilled worker
## 6880    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2982    1     0      0       0      F  (25,35]   Divorcee Unskilled worker
## 4594    1     1      1       0      F  (25,35]     Single         Employee
## 5659    0     0      0       0      M  (35,45]   Divorcee       Management
## 3708    0     1      0       0      F  (25,35]     Single          Foreman
## 748     1     1      0       0      M  (25,35]    Married       Management
## 4748    1     1      0       0      M  (25,35]     Single       Management
## 3908    0     0      0       1      M  (45,55]    Married  Manual labourer
## 3024    1     0      0       1      M  (25,35]  Remarried  Manual labourer
## 300     0     0      0       0      M  (55,65]    Married          Foreman
## 2898    0     0      0       0      F  (25,35]   Divorcee         Employee
## 6247    1     1      0       0      M  (45,55]   Divorcee       Technician
## 2523    0     0      0       1      M  (45,55]    Married          Foreman
## 6398    0     0      0       0      M  (45,55]    Married            Other
## 5072    1     0      0       1      M  (45,55]    Married       Management
## 6710    0     0      0       0      M  (35,45]     Single Unskilled worker
## 1265    0     0      0       0      F  (35,45]    Married       Management
## 6886    0     0      0       0      M  (55,65]    Married       Management
## 3421    0     1      0       0      F  (35,45]    Married       Management
## 1201    0     0      0       1      M  (65,75]    Married  Manual labourer
## 1814    0     0      0       0      F  (35,45]    Married         Employee
## 3666    1     1      0       0      M  (55,65]    Married       Management
## 6794    0     0      0       1      M  (25,35]     Single Unskilled worker
## 1726    1     1      1       0      F  (25,35]    Married       Management
## 414     1     1      0       0      F  [15,25]     Single         Employee
## 440     0     0      0       0      F  (65,75]   Divorcee          Foreman
## 4928    0     0      0       0      F  (25,35]     Single          Foreman
## 3718    0     1      0       0      F  (45,55]    Married       Management
## 4950    1     1      0       0      F  (35,45]    Married         Employee
## 2768    0     0      0       0      F  (35,45]    Married       Technician
## 5658    0     1      0       0      F  (55,65]    Married         Employee
## 62      1     0      0       0      F  (55,65]   Divorcee       Technician
## 5340    0     0      0       0      M  (65,75]    Married         Employee
## 952     0     0      0       0      F  (25,35]    Married         Employee
## 5227    0     0      0       0      M  (75,85]   Divorcee  Manual labourer
## 6110    0     0      0       0      M  (35,45]     Single         Employee
## 5250    0     0      0       0      F  (35,45]    Married Unskilled worker
## 4686    1     1      1       0      F  (25,35]    Married         Employee
## 2511    1     1      1       0      F  (55,65]    Widower          Foreman
## 993     1     1      0       0      F  (25,35]  Remarried         Employee
## 2963    1     1      0       1      F  (55,65]    Married       Management
## 1435    0     0      0       0      M  (55,65]    Married Unskilled worker
## 1571    1     0      0       0      M  (35,45]   Divorcee       Management
## 1940    0     1      1       0      F  (35,45]    Married         Employee
## 4114    0     0      0       0      M  (35,45]    Married Unskilled worker
## 1894    0     1      0       0      F  (55,65]    Married         Employee
## 4842    0     0      0       0      M  (35,45]    Married  Manual labourer
## 768     1     1      1       0      M  [15,25]     Single       Technician
## 5544    1     1      0       0      F  (25,35]    Married         Employee
## 2894    0     0      1       0      F  (25,35]    Married            Other
## 2280    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 693     1     0      0       0      M  (45,55]    Married       Management
## 5761    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1492    0     0      1       0      F  (25,35]     Single         Employee
## 4990    1     1      0       0      M  (65,75]    Married       Management
## 2879    1     0      0       0      F  (35,45]    Married         Employee
## 4078    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5335    0     0      0       0      M  (25,35]    Married  Manual labourer
## 5984    0     0      0       0      F  (75,85]     Single         Employee
## 3456    0     0      0       0      M  (55,65]    Married Unskilled worker
## 6767    0     0      0       0      F  (45,55]    Married         Employee
## 445     0     0      0       0      F  (25,35]     Single         Employee
## 3191    0     0      0       0      F  (35,45]    Married         Employee
## 4092    0     0      0       0      F  [15,25]     Single Unskilled worker
## 1653    0     0      0       0      F  (75,85]    Widower         Employee
## 2844    0     0      0       0      M  (75,85]    Married  Manual labourer
## 37      1     1      0       0      F  (35,45]    Married       Management
## 6083    0     1      1       0      F  (25,35]    Married         Employee
## 5110    1     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 3070    0     0      0       0      M  (25,35]    Married Unskilled worker
## 5326    1     0      0       0      F  (55,65]  Remarried         Employee
## 2167    1     1      0       0      M  (25,35]     Single          Foreman
## 5945    1     1      0       0      F  (55,65]    Widower         Employee
## 5996    0     0      0       0      F  (45,55]    Married         Employee
## 1991    0     0      0       0      F  (45,55]    Married         Employee
## 3557    0     0      0       0      F  (65,75]    Married         Employee
## 5215    0     0      0       0      F  (45,55]    Widower         Employee
## 1579    0     1      0       0      M  (45,55]     Single  Manual labourer
## 3076    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 2001    0     0      1       0      M  (25,35]    Married       Technician
## 4962    1     0      0       0      M  (25,35]    Married            Other
## 6781    0     0      0       0      F  (35,45]    Married         Employee
## 3962    0     0      0       0      M  (55,65]    Married       Management
## 1125    0     0      0       1      M  [15,25]     Single  Manual labourer
## 2694    0     0      0       0      F  (25,35]    Married         Employee
## 243     0     0      0       0      F  (55,65]    Married Unskilled worker
## 2149    0     0      0       0      M  (45,55]   Divorcee       Technician
## 2394    1     0      0       0      F  [15,25]     Single       Management
## 406     0     0      0       0      F  [15,25]     Single         Employee
## 3579    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4705    0     0      0       0      M  (45,55]    Married  Manual labourer
## 625     1     0      0       0      F  (55,65]    Married         Employee
## 5149    0     0      0       0      F  (75,85]    Married         Employee
## 4127    0     1      1       0      F  (65,75]    Married         Employee
## 5922    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 5668    0     0      0       0      M  (55,65]    Married  Manual labourer
## 584     1     1      1       0      F  (35,45]     Single         Employee
## 4264    0     1      0       0      M  (45,55]    Married         Employee
## 3175    1     0      1       0      M  (75,85]    Married       Technician
## 6632    0     0      0       0      M  (35,45]     Single  Manual labourer
## 6139    1     0      0       0      F  (35,45]     Single         Employee
## 6427    0     0      0       0      F  (75,85]    Widower          Foreman
## 1711    1     0      0       1      M  (55,65]   Divorcee       Management
## 5716    1     1      0       0      M  (35,45]    Married       Management
## 5188    0     1      0       0      F  (35,45]    Married         Employee
## 1949    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5760    0     0      0       1      M  (75,85]    Widower  Manual labourer
## 5634    1     1      1       0      F  (45,55]    Married       Management
## 5143    0     0      0       0      M  (45,55]    Married         Employee
## 2138    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4539    0     0      0       0      F  (45,55]    Married  Manual labourer
## 6717    0     0      0       0      F  (75,85]    Widower       Technician
## 11      0     0      0       0      F  (45,55]    Married         Employee
## 3518    0     1      0       0      M  (45,55]    Married       Management
## 6047    1     1      0       0      F  (45,55]    Married       Technician
## 2254    0     0      0       1      M  (35,45]     Single         Employee
## 4786    0     0      0       0      M  (45,55]     Single  Manual labourer
## 6377    0     0      0       0      F  (45,55]    Married         Employee
## 5784    1     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 5380    1     0      0       0      M  (45,55]    Married       Management
## 1932    1     0      0       0      F  (25,35]    Married         Employee
## 3338    0     0      0       0      M  (55,65]    Married          Foreman
## 6256    0     1      0       1      M  (45,55]    Widower          Foreman
## 247     1     1      1       0      F  (55,65]   Divorcee          Foreman
## 858     0     1      0       0      F  (25,35]     Single         Employee
## 2925    0     0      0       0      M  (65,75]    Married  Manual labourer
## 3522    1     1      0       0      F  (65,75]    Widower         Employee
## 5888    0     0      0       0      F  (75,85]    Widower         Employee
## 3879    0     1      0       0      M  (55,65]    Married          Foreman
## 6064    1     1      1       0      F  (35,45]   Divorcee  Manual labourer
## 808     1     1      1       1      M  (45,55]    Widower       Management
## 3090    0     0      0       0      F  (35,45]    Married         Employee
## 3634    1     1      0       0      M  (65,75]    Married       Management
## 5214    0     0      0       0      F  (25,35]     Single         Employee
## 4718    0     0      0       0      M  (55,65]    Widower          Foreman
## 844     0     0      0       1      M  (25,35]    Married         Employee
## 4667    0     0      0       0      M  (35,45]     Single Unskilled worker
## 4801    1     0      0       0      F  (25,35]     Single         Employee
## 1138    0     0      0       0      M  (55,65]    Married       Management
## 6315    0     0      0       0      M  (35,45]     Single  Manual labourer
## 4522    1     0      0       0      F  (45,55]   Divorcee         Employee
## 4815    0     1      0       0      M  (25,35]     Single          Foreman
## 5625    0     0      0       0      F  (55,65]    Married         Employee
## 1513    1     1      0       0      F  (25,35]     Single          Foreman
## 4339    0     1      1       0      F  (45,55]    Married         Employee
## 323     1     0      0       0      F  (75,85]    Widower       Management
## 43      1     1      1       1      F  (45,55]    Married         Employee
## 4739    0     0      0       0      F  (45,55]    Married         Employee
## 5113    0     0      0       0      F  (45,55]   Divorcee         Employee
## 822     0     1      0       0      F  (35,45]    Married          Foreman
## 4680    0     0      0       0      F  [15,25]     Single         Employee
## 4418    1     1      0       0      F  (65,75]    Married         Employee
## 355     0     0      0       0      M  (55,65]     Single  Manual labourer
## 2092    1     1      0       1      F  (45,55]    Married         Employee
## 5864    1     1      0       0      F  (45,55]  Remarried         Employee
## 2152    0     0      0       0      F  (45,55]    Married         Employee
## 2139    0     0      0       0      F  (35,45]   Divorcee         Employee
## 5622    1     1      1       0      F  (65,75]    Married         Employee
## 5535    0     1      0       0      F  (35,45]    Married            Other
## 5358    1     1      1       0      M  (25,35]    Married       Management
## 6584    1     0      0       0      F  (55,65]    Married         Employee
## 5847    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6867    1     1      1       0      M  (45,55]   Divorcee         Employee
## 5789    1     0      0       0      M  [15,25]     Single       Technician
## 6324    0     0      0       0      F  (25,35]    Married         Employee
## 5147    0     0      0       0      F  (25,35]    Married       Management
## 2849    0     0      0       0      F  (35,45]    Married          Foreman
## 4261    1     0      0       0      F  (55,65]    Married  Manual labourer
## 3802    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2510    0     0      0       0      M  (35,45]    Married         Employee
## 1472    0     1      0       0      F  (75,85]    Widower  Manual labourer
## 3301    1     1      0       0      F  (35,45]    Married       Management
## 3104    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 879     1     1      0       1      M  (55,65]    Married       Management
## 5707    0     0      0       0      F  (35,45]    Married         Employee
## 1911    0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 71      1     0      1       0      M  (25,35]    Married       Management
## 3772    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1539    0     0      1       0      F  (25,35]    Married         Employee
## 1624    1     1      0       0      F  (35,45]     Single          Foreman
## 4391    1     1      0       0      M  (25,35]    Married       Technician
## 4531    0     0      0       0      F  (25,35]     Single Unskilled worker
## 3144    0     0      0       0      M  (35,45]    Married            Other
## 2406    0     0      0       0      F  (55,65]  Remarried Unskilled worker
## 1778    1     1      0       0      F  (35,45]    Married         Employee
## 6333    0     0      0       0      F  (35,45]    Married         Employee
## 6666    1     1      0       0      F  [15,25]     Single         Employee
## 1804    0     1      0       1      M  (45,55]     Single  Manual labourer
## 256     0     0      0       0      M  (55,65]    Married       Technician
## 685     1     1      0       0      F  (45,55]    Married       Management
## 654     0     1      1       0      F  (35,45]     Single       Management
## 6425    0     0      0       0      F  [15,25]     Single          Foreman
## 1357    1     0      0       0      F  (25,35]    Married          Foreman
## 5027    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3781    0     0      1       0      M  (75,85]    Married  Manual labourer
## 3614    1     0      1       0      M  (25,35]     Single       Technician
## 2910    0     0      0       0      F  (55,65]   Divorcee         Employee
## 6724    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2751    0     0      0       0      M  (55,65]    Married         Employee
## 5515    1     0      0       0      F  (65,75]     Single         Employee
## 1101    0     1      0       0      M  (45,55]    Married       Management
## 2448    0     0      0       0      M  (45,55]    Married       Management
## 2482    0     0      0       0      M  [15,25]     Single Unskilled worker
## 2030    0     0      0       0      M  (65,75]    Married Unskilled worker
## 6050    0     0      0       0      M  (55,65]    Married Unskilled worker
## 5062    0     0      0       0      F  (45,55]    Married         Employee
## 5207    0     0      1       0      F  [15,25]     Single       Management
## 2086    0     0      0       0      F  (55,65]    Married  Manual labourer
## 590     1     1      0       0      M  (65,75]   Divorcee       Management
## 6123    0     1      1       0      F  (35,45]     Single            Other
## 4480    0     1      0       1      M  (55,65]    Married         Employee
## 1068    0     1      1       0      M  (45,55]    Married       Management
## 2244    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6034    1     1      0       0      M  (45,55]     Single  Manual labourer
## 3481    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 2439    0     0      0       0      M  (55,65]    Married       Technician
## 1249    0     1      0       0      F  (65,75]    Married         Employee
## 198     1     0      1       0      F  (35,45]    Married  Manual labourer
## 4947    1     1      0       0      F  (45,55]     Single       Management
## 3409    0     1      1       0      M  (35,45]  Remarried       Management
## 4181    0     0      0       0      M  (35,45]   Divorcee         Employee
## 6046    0     0      0       1      F  (45,55]    Married         Employee
## 4754    0     0      0       0      M  (25,35]    Married       Technician
## 5751    0     1      0       0      F  (45,55]  Remarried         Employee
## 3651    1     1      1       0      M  (25,35]     Single       Management
## 2772    0     0      0       0      F  (65,75]    Married Unskilled worker
## 2298    0     0      0       1      M  (25,35]     Single Unskilled worker
## 254     0     1      0       0      M  (35,45]  Remarried         Employee
## 5041    0     0      1       1      F  (45,55]    Married         Employee
## 6373    0     0      0       0      F  (25,35]    Married         Employee
## 1854    1     1      1       0      F  (25,35]     Single       Management
## 4025    0     0      0       0      F  (35,45]   Divorcee  Manual labourer
## 1990    0     0      0       0      F  (35,45]    Married       Management
## 4592    0     1      1       1      F  (35,45]  Remarried         Employee
## 3782    0     0      0       0      F  (25,35]     Single         Employee
## 6827    0     1      0       0      M  (55,65]  Remarried  Manual labourer
## 1275    0     0      0       0      M  (35,45]     Single       Management
## 3531    0     0      0       1      M  (45,55]    Married          Foreman
## 4086    0     0      0       0      F  (35,45]    Married Unskilled worker
## 6862    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5296    1     1      1       1      F  (75,85]     Single  Manual labourer
## 1051    1     1      0       0      F  (55,65]    Married       Management
## 2080    0     1      0       0      M  (55,65]    Married  Manual labourer
## 3641    0     0      0       0      M  (35,45]     Single Unskilled worker
## 6224    1     0      0       0      M  [15,25]     Single       Technician
## 3408    0     1      0       0      M  (45,55]    Married  Manual labourer
## 6749    0     0      0       0      F  (45,55]    Married         Employee
## 2495    1     1      1       1      F  (55,65]    Widower          Foreman
## 1638    0     0      0       0      F  (35,45]    Married Unskilled worker
## 1688    0     0      1       0      F  (25,35]    Married         Employee
## 408     0     0      0       0      F  (35,45]   Divorcee         Employee
## 2204    0     0      0       0      M  (45,55]    Married         Employee
## 1336    0     0      0       0      F  (45,55]    Married         Employee
## 3380    0     0      0       0      F  (35,45]    Married         Employee
## 636     0     1      0       0      M  [15,25]     Single Unskilled worker
## 4076    1     0      0       0      F  (55,65]    Married         Employee
## 5645    0     0      0       0      F  (65,75]   Divorcee         Employee
## 3268    0     0      0       0      M  (25,35]  Remarried  Manual labourer
## 6419    0     1      0       0      M  (45,55]    Married       Management
## 4779    0     1      1       0      F  (45,55]    Married  Manual labourer
## 1212    0     0      0       0      F  (45,55]    Married         Employee
## 1095    0     0      0       0      F  (65,75]   Divorcee         Employee
## 3841    1     0      0       0      F  (75,85]    Widower         Employee
## 224     0     1      0       0      M  (25,35]     Single       Management
## 1718    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 3934    0     1      0       0      M  (25,35]     Single            Other
## 3157    0     0      0       0      M  (55,65]     Single Unskilled worker
## 5547    0     1      0       0      F  (75,85]    Married         Employee
## 4721    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5989    1     0      0       0      M  [15,25]     Single         Employee
## 6464    0     0      0       0      M  (75,85]    Married          Foreman
## 5442    1     1      0       0      F  (25,35]    Married         Employee
## 3374    0     0      1       0      F  (25,35]    Married       Management
## 6416    0     0      0       0      F  (35,45]   Divorcee         Employee
## 42      0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 728     0     0      0       0      F  (55,65]    Widower         Employee
## 1166    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3336    0     0      0       0      F  (25,35]     Single          Foreman
## 639     1     1      0       0      F  (45,55]   Divorcee         Employee
## 5241    1     0      0       0      M  (75,85]    Married       Management
## 1226    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1890    1     0      1       0      F  (25,35]     Single       Technician
## 3194    0     1      1       0      F  (35,45]    Married       Management
## 6120    0     0      0       0      M  (55,65]    Married       Management
## 6082    1     0      1       0      M  [15,25]     Single         Employee
## 6316    0     0      0       0      M  (25,35]    Married         Employee
## 6201    0     1      0       0      M  (65,75]    Married  Manual labourer
## 5907    0     1      1       0      F  [15,25]     Single         Employee
## 2508    1     1      0       0      F  (45,55]    Married         Employee
## 1500    0     1      0       0      M  (65,75]     Single       Management
## 2200    0     0      0       1      M  (55,65]    Married            Other
## 2103    0     1      1       0      F  (35,45]    Married            Other
## 6052    1     1      0       0      M  (35,45]    Married Unskilled worker
## 5950    1     0      0       0      M  (45,55]    Married Unskilled worker
## 1924    0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 2170    1     0      1       0      F  (25,35]     Single         Employee
## 2944    0     0      0       0      F  (35,45]   Divorcee            Other
## 5257    0     1      0       1      F  (25,35]     Single         Employee
## 2115    0     1      0       1      F  (45,55]     Single         Employee
## 14      1     1      1       0      M  (25,35]     Single       Management
## 6322    0     1      1       0      M  (45,55]    Married          Foreman
## 2320    0     0      0       0      M  (65,75]     Single         Employee
## 183     0     1      0       1      M  (65,75]    Married         Employee
## 3138    0     0      0       0      M  (65,75]    Married       Technician
## 2190    1     1      1       1      M  (35,45]    Married  Manual labourer
## 67      1     1      1       0      M  (35,45]     Single          Foreman
## 2450    0     0      0       1      M  (65,75]  Remarried       Technician
## 4498    0     0      0       0      F  (55,65]    Widower         Employee
## 5971    1     1      0       0      F  (55,65]     Single  Manual labourer
## 3606    0     0      0       0      M  (25,35]     Single  Manual labourer
## 3058    1     0      0       0      F  (55,65]   Divorcee         Employee
## 4285    1     0      0       0      F  (45,55]    Married         Employee
## 6243    0     0      0       0      F  (65,75]    Widower         Employee
## 2520    0     0      0       0      F  (45,55]    Married         Employee
## 661     0     0      0       0      F  (25,35]    Married Unskilled worker
## 947     0     0      0       0      F  (65,75]    Widower         Employee
## 3711    0     0      0       0      F  [15,25]     Single         Employee
## 2410    0     0      0       0      F  (55,65]    Married         Employee
## 3055    0     0      0       1      F  (65,75]    Married         Employee
## 6140    1     1      1       0      F  (45,55]   Divorcee       Management
## 2275    1     1      0       0      F  (55,65]    Married         Employee
## 4553    1     0      0       0      M  (55,65]    Married       Management
## 891     0     0      1       0      F  (55,65]    Married         Employee
## 3047    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 466     1     1      1       1      M  (55,65]    Married       Management
## 1819    0     1      0       0      M  (75,85]    Married          Foreman
## 5434    1     1      0       0      M  (55,65]    Married          Foreman
## 671     1     1      0       0      F  (25,35]     Single          Foreman
## 2638    0     0      0       0      F  (45,55]    Married Unskilled worker
## 710     0     0      0       0      M  (35,45]    Married          Foreman
## 361     0     0      0       0      M  (65,75]   Divorcee         Employee
## 6811    1     1      1       0      M  (25,35]     Single         Employee
## 4091    0     0      0       0      F  (25,35]    Married         Employee
## 2838    0     1      0       0      M  (35,45]    Married       Technician
## 6257    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 76      0     0      0       0      F  (65,75]     Single         Employee
## 4506    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2811    0     0      0       0      F  (25,35]    Married Unskilled worker
## 6354    1     1      0       0      F  (45,55]   Divorcee         Employee
## 2769    1     0      0       0      F  (35,45]    Married          Foreman
## 1596    1     1      0       0      M  (45,55]    Married          Foreman
## 5067    0     0      0       0      M  (65,75]    Married            Other
## 4740    0     0      0       0      F  (35,45]    Married         Employee
## 5092    1     1      0       1      F  (35,45]    Married         Employee
## 6796    1     1      0       1      M  (55,65]    Widower         Employee
## 2730    1     1      1       1      F  (65,75]    Widower         Employee
## 714     1     0      0       0      F  (45,55]     Single       Management
## 6877    0     0      0       0      M  [15,25]     Single  Manual labourer
## 5530    0     0      0       0      M  (35,45]    Married          Foreman
## 1783    0     0      0       0      M  (45,55]     Single         Employee
## 1298    1     0      0       0      F  (55,65]    Widower         Employee
## 5499    0     0      0       0      F  (65,75]    Married         Employee
## 978     0     1      0       0      F  (45,55]  Remarried Unskilled worker
## 4202    0     0      0       0      F  (35,45]    Widower Unskilled worker
## 6903    0     0      0       0      F  (45,55]    Married Unskilled worker
## 2095    0     1      0       0      F  (55,65]    Married          Foreman
## 821     0     0      0       0      F  (55,65]    Married         Employee
## 582     0     0      0       0      F  (45,55]    Married         Employee
## 5843    1     1      1       0      M  (45,55]   Divorcee Unskilled worker
## 4346    0     0      0       0      F  (35,45]    Married  Manual labourer
## 4960    1     0      0       0      F  (45,55]   Divorcee         Employee
## 5569    1     0      0       0      F  [15,25]     Single       Management
## 476     0     0      0       0      F  (45,55]    Married         Employee
## 2064    0     0      0       0      F  [15,25]    Married Unskilled worker
## 842     0     0      0       0      F  (75,85]    Married  Manual labourer
## 6012    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 5926    0     0      0       0      F  (35,45]    Married         Employee
## 4935    0     0      0       0      M  (65,75]    Married          Foreman
## 3149    0     0      0       0      F  (35,45]     Single Unskilled worker
## 3185    0     1      0       0      F  (55,65]   Divorcee       Technician
## 2265    0     0      0       0      F  [15,25]     Single         Employee
## 1218    0     0      0       0      F  (35,45]    Married Unskilled worker
## 5360    1     1      0       0      F  (45,55]     Single       Management
## 4777    0     1      1       1      M  (55,65]    Married         Employee
## 6756    0     0      0       0      M  (65,75]    Married       Management
## 2304    0     0      0       1      M  (55,65]   Divorcee         Employee
## 4859    1     0      0       0      F  [15,25]     Single         Employee
## 4708    0     0      0       0      F  (25,35]    Married Unskilled worker
## 1154    0     0      1       0      F  (75,85]    Married          Foreman
## 1782    0     1      0       0      F  (25,35]    Married       Technician
## 6317    1     1      0       0      M  (45,55]    Married       Management
## 2587    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3658    1     1      0       0      M  (45,55]  Remarried       Management
## 3299    1     0      0       0      M  (65,75]    Married       Technician
## 3028    0     0      0       0      F  (45,55]    Married         Employee
## 5367    0     0      0       0      M  (45,55]   Divorcee       Technician
## 5467    0     1      0       0      M  (55,65]    Married       Technician
## 871     0     0      0       0      M  [15,25]     Single Unskilled worker
## 1480    1     1      0       1      M  [15,25]     Single       Technician
## 5714    1     1      0       0      M  (55,65]    Married       Management
## 5614    1     1      0       0      M  (45,55]    Married       Management
## 4569    0     0      0       0      M  (35,45]    Married       Management
## 766     1     1      1       0      M  [15,25]     Single         Employee
## 2744    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4615    0     0      0       0      F  (35,45]   Divorcee         Employee
## 5734    0     0      0       0      F  (25,35]   Divorcee         Employee
## 6320    1     0      1       1      F  (35,45]     Single       Management
## 3643    1     0      0       0      M  (45,55]  Remarried       Management
## 3197    0     0      0       0      F  (65,75]    Married  Manual labourer
## 1955    1     1      0       0      F  (45,55]    Married         Employee
## 5927    0     0      0       0      F  (35,45]    Married         Employee
## 5786    1     0      0       0      M  [15,25]     Single       Technician
## 1919    0     0      0       0      M  (25,35]    Married         Employee
## 1143    0     0      0       0      F  (35,45]    Married         Employee
## 1286    0     0      0       1      M  (55,65]    Married         Employee
## 7       0     1      1       0      F  (25,35]     Single         Employee
## 4460    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5828    1     1      1       0      M  (35,45]    Married       Management
## 4390    0     0      0       0      F  (35,45]    Married         Employee
## 3776    0     1      0       0      F  (25,35]     Single         Employee
## 4645    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 3688    0     0      0       0      F  (25,35]     Single          Foreman
## 1694    0     1      1       0      F  (35,45]     Single         Employee
## 6623    1     0      1       0      M  (45,55]    Married          Foreman
## 4372    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 2761    0     0      0       0      M  (25,35]     Single            Other
## 6719    0     1      0       0      F  (55,65]    Married  Manual labourer
## 1829    0     0      0       0      F  [15,25]     Single          Foreman
## 3561    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4626    1     1      0       0      M  (45,55]   Divorcee       Technician
## 2431    0     0      0       0      F  (75,85]    Widower         Employee
## 5951    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 1810    0     0      0       0      F  (35,45]    Married         Employee
## 496     0     0      0       0      M  (65,75]    Married       Management
## 5115    0     1      1       1      F  (55,65]    Widower         Employee
## 5934    0     0      0       0      M  (25,35]     Single Unskilled worker
## 4367    0     1      0       0      M  (45,55]    Married          Foreman
## 2684    0     0      0       0      F  (35,45]   Divorcee         Employee
## 884     0     1      0       1      F  (45,55]    Married       Technician
## 2858    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1690    0     1      0       0      M  (35,45]    Married          Foreman
## 5173    0     0      0       0      F  (45,55]     Single Unskilled worker
## 114     1     1      1       1      F  (25,35]     Single       Management
## 5114    0     0      0       0      M  (55,65]    Married         Employee
## 1803    0     0      0       0      M  (55,65]    Married Unskilled worker
## 681     0     0      0       0      M  (45,55]    Widower Unskilled worker
## 621     0     0      0       0      M  (45,55]    Married  Manual labourer
## 915     0     0      1       0      M  [15,25]     Single         Employee
## 6801    1     0      1       0      M  (35,45]    Married       Management
## 1632    1     0      0       0      M  (35,45]    Married  Manual labourer
## 3659    0     1      0       0      F  (65,75]    Married         Employee
## 4923    1     1      1       0      M  (25,35]     Single  Manual labourer
## 3484    0     1      0       0      M  (55,65]    Married       Management
## 1703    0     0      0       1      M  (45,55]    Married          Foreman
## 689     0     0      0       0      F  [15,25]    Married         Employee
## 249     0     0      0       0      F  (25,35]     Single       Management
## 6448    0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 4336    1     1      1       1      F  (65,75]    Widower         Employee
## 1113    0     1      0       1      F  (35,45]   Divorcee         Employee
## 3196    0     1      0       0      M  (75,85]    Married       Management
## 2105    1     1      1       0      F  (35,45]    Married          Foreman
## 2331    0     0      0       0      M  (35,45]    Married         Employee
## 420     1     0      0       0      F  (25,35]    Married          Foreman
## 581     1     1      0       0      F  (45,55]   Divorcee       Management
## 5911    0     0      0       0      F  [15,25]     Single Unskilled worker
## 603     1     0      0       0      F  (35,45]   Divorcee         Employee
## 5572    1     0      0       0      F  (25,35]    Married       Management
## 1522    0     1      0       0      F  (35,45]    Married       Management
## 5677    0     0      0       0      M  (25,35]  Remarried  Manual labourer
## 5736    0     1      0       1      M  (45,55]   Divorcee       Management
## 6159    0     1      0       0      F  (35,45]     Single          Foreman
## 2724    1     1      1       0      F  (45,55]   Divorcee            Other
## 6730    0     1      0       1      M  (35,45]    Married       Management
## 2419    1     1      0       1      F  (35,45]    Married         Employee
## 4371    0     1      1       0      F  (35,45]   Divorcee       Management
## 5290    0     1      0       0      M  (45,55]   Divorcee  Manual labourer
## 4866    0     0      0       0      M  (55,65]    Married Unskilled worker
## 157     0     0      1       0      M  (35,45]     Single          Foreman
## 742     0     0      0       0      M  (25,35]    Married          Foreman
## 332     0     0      0       0      F  (35,45]     Single         Employee
## 592     0     0      0       0      F  (35,45]    Married         Employee
## 656     0     0      0       0      F  (25,35]    Married  Manual labourer
## 703     0     0      0       0      M  (25,35]     Single         Employee
## 2699    0     0      0       0      F  (35,45]    Married         Employee
## 5268    0     0      1       0      F  (25,35]    Married         Employee
## 5586    0     0      0       0      F  (75,85]    Widower         Employee
## 6560    0     0      0       0      M  (55,65]    Married       Technician
## 2682    0     1      0       0      F  (45,55]    Married          Foreman
## 6191    1     1      0       0      F  (55,65]     Single            Other
## 5262    1     1      0       0      M  (35,45]    Married          Foreman
## 6523    0     1      0       0      F  (45,55]    Married         Employee
## 4247    0     0      0       0      F  (55,65]    Married  Manual labourer
## 6533    1     1      1       0      F  (25,35]    Married         Employee
## 6402    0     0      0       0      M  (45,55]    Married       Management
## 2776    0     0      0       0      M  (35,45]   Divorcee       Technician
## 2957    1     1      0       0      M  (55,65]    Married            Other
## 6561    0     0      1       0      F  (65,75]    Married         Employee
## 2770    0     0      0       0      M  (55,65]    Married Unskilled worker
## 4430    0     1      1       0      F  (75,85]    Widower         Employee
## 4365    1     0      1       1      M  (25,35]     Single       Technician
## 6005    0     0      0       1      M  (45,55]    Married         Employee
## 1707    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1658    0     1      0       0      F  (35,45]    Married         Employee
## 5284    0     0      1       0      F  (45,55]    Married         Employee
## 4456    0     0      0       0      F  (25,35]    Married         Employee
## 711     1     1      1       0      M  (55,65]   Divorcee       Management
## 3493    0     0      0       0      M  (65,75]    Married Unskilled worker
## 3032    0     0      0       0      F  (55,65]    Widower         Employee
## 6543    0     0      0       0      F  (35,45]    Married Unskilled worker
## 2576    0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 4151    1     1      0       0      F  (35,45]     Single          Foreman
## 1515    1     1      0       0      F  (65,75]    Married         Employee
## 1035    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5332    0     0      0       0      M  (75,85]    Married  Manual labourer
## 6871    0     1      0       1      M  (35,45]    Married  Manual labourer
## 3901    1     1      0       0      M  (35,45]    Married          Foreman
## 1196    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1916    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 2597    0     0      0       0      M  (25,35]    Married       Technician
## 3479    1     1      1       0      F  (35,45]     Single       Management
## 4858    0     0      0       0      M  (25,35]    Married  Manual labourer
## 6268    0     0      0       0      M  (65,75]    Married            Other
## 4636    1     1      0       0      F  (25,35]     Single         Employee
## 6743    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 5519    0     0      0       0      M  (25,35]     Single            Other
## 2006    0     1      0       0      M  (75,85]     Single         Employee
## 147     0     0      0       0      F  (25,35]   Divorcee         Employee
## 3980    0     0      0       0      M  (45,55]    Married       Technician
## 632     1     1      1       0      F  (45,55]  Remarried            Other
## 2106    0     1      1       0      F  (35,45]  Remarried         Employee
## 6126    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 6640    0     0      0       0      M  (25,35]     Single          Foreman
## 6215    0     0      0       1      M  (25,35]     Single  Manual labourer
## 4438    1     1      1       1      F  (45,55]  Remarried         Employee
## 4111    0     0      0       0      F  (65,75]    Married  Manual labourer
## 6043    0     0      0       0      M  (75,85]    Married       Technician
## 3356    0     0      0       0      F  (65,75]   Divorcee       Technician
## 4793    0     0      0       0      F  (35,45]    Married         Employee
## 521     1     0      0       0      M  (45,55]    Married         Employee
## 2936    0     0      0       0      F  (75,85]    Widower         Employee
## 4800    1     1      0       0      F  (25,35]     Single         Employee
## 3769    0     0      0       0      F  (45,55]    Married         Employee
## 2641    0     1      0       0      M  (35,45]     Single Unskilled worker
## 1046    1     1      0       0      M  (35,45]     Single         Employee
## 453     0     0      0       0      M  (55,65]    Married Unskilled worker
## 1838    0     0      0       0      F  (55,65]    Widower       Management
## 4513    0     1      0       0      F  (55,65]    Widower         Employee
## 2577    0     0      0       0      F  (25,35]     Single       Technician
## 3232    1     1      1       0      F  (25,35]     Single          Foreman
## 2834    1     1      1       1      M  [15,25]     Single       Technician
## 214     1     1      0       0      M  [15,25]     Single Unskilled worker
## 1574    0     0      0       0      F  (35,45]     Single         Employee
## 3192    0     0      0       0      F  (45,55]    Married  Manual labourer
## 6040    0     0      0       0      F  (65,75]    Widower         Employee
## 2277    1     0      0       0      F  (55,65]    Married  Manual labourer
## 2146    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1602    0     0      0       0      F  [15,25]     Single         Employee
## 6098    0     0      0       0      F  (25,35]   Divorcee         Employee
## 1875    0     1      1       0      F  (35,45]    Married          Foreman
## 3864    0     0      0       1      F  (45,55]    Married Unskilled worker
## 1262    0     1      0       0      M  (35,45]   Divorcee          Foreman
## 4201    0     0      0       0      F  (35,45]     Single Unskilled worker
## 5743    1     1      0       0      F  (65,75]    Widower       Management
## 3750    0     0      0       0      F  (55,65]  Remarried         Employee
## 2850    0     0      1       0      M  [15,25]     Single Unskilled worker
## 5492    0     0      0       0      M  (35,45]     Single Unskilled worker
## 2630    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 6665    1     1      1       0      M  (25,35]     Single          Foreman
## 6101    0     0      0       0      F  (25,35]    Married         Employee
## 2247    0     0      0       0      M  (45,55]     Single Unskilled worker
## 4054    1     0      0       0      M  [15,25]     Single         Employee
## 1331    1     0      0       0      F  (35,45]    Married       Management
## 5212    1     1      1       1      M  (35,45]     Single Unskilled worker
## 5118    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1766    1     1      0       0      M  (45,55]  Remarried       Management
## 1302    0     0      0       0      M  (55,65]    Married       Technician
## 488     0     1      0       1      F  (45,55]  Remarried  Manual labourer
## 517     0     0      0       0      F  (45,55]   Divorcee         Employee
## 4050    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4090    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1696    1     0      0       1      M  (55,65]    Married       Management
## 3794    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2039    0     0      0       0      M  (45,55]    Married         Employee
## 955     0     0      0       0      M  (45,55]    Married       Management
## 659     0     1      1       0      F  (25,35]     Single         Employee
## 5351    1     1      0       0      F  (65,75]    Widower         Employee
## 314     0     1      0       0      M  (75,85]    Married       Management
## 5343    1     1      1       1      M  (65,75]    Married       Management
## 1311    0     1      1       0      M  (45,55]   Divorcee Unskilled worker
## 92      0     0      0       0      F  (75,85]  Remarried       Management
## 2269    0     1      1       1      M  (35,45]    Married       Management
## 6799    0     1      0       0      M  (25,35]    Married Unskilled worker
## 6626    1     1      1       0      F  (65,75]    Married       Management
## 6446    0     1      0       0      F  (65,75]    Widower         Employee
## 2987    0     0      0       0      M  (55,65]    Married            Other
## 5018    0     0      0       0      F  (75,85]    Married         Employee
## 5947    0     0      0       0      F  (35,45]   Divorcee         Employee
## 2627    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 6630    1     0      0       0      M  (25,35]     Single         Employee
## 6738    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5704    1     1      1       0      M  (45,55]  Remarried       Management
## 4307    0     0      0       0      F  (55,65]    Widower         Employee
## 6505    0     0      0       0      F  (35,45]    Married Unskilled worker
## 4407    0     0      0       0      M  (35,45]    Married       Management
## 4024    1     1      1       0      F  [15,25]     Single            Other
## 4893    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 4271    0     0      0       0      F  (55,65]   Divorcee         Employee
## 1506    1     0      0       0      F  (45,55]    Married         Employee
## 4150    1     1      0       0      M  (45,55]     Single         Employee
## 3189    1     1      0       0      F  [15,25]     Single         Employee
## 372     0     0      0       0      F  (45,55]   Divorcee       Technician
## 2679    0     0      0       0      M  (45,55]    Married Unskilled worker
## 6230    0     0      0       0      F  (25,35]    Married       Management
## 530     0     0      0       0      M  (25,35]    Married  Manual labourer
## 3811    0     1      0       0      M  (75,85]  Remarried          Foreman
## 3487    1     1      0       0      M  (35,45]     Single         Employee
## 565     0     0      0       0      M  (25,35]     Single  Manual labourer
## 3080    1     0      0       0      M  (45,55]  Remarried  Manual labourer
## 5711    0     0      0       0      M  (55,65]    Married       Technician
## 2875    0     0      0       0      F  (55,65]    Widower         Employee
## 6697    0     0      0       0      M  (35,45]    Married            Other
## 1534    0     0      0       0      F  [15,25]     Single Unskilled worker
## 6694    0     1      0       0      M  (45,55]    Married       Technician
## 3528    1     0      0       0      F  (25,35]    Married         Employee
## 2196    0     0      0       0      F  (55,65]  Remarried  Manual labourer
## 3035    1     1      1       0      F  (45,55]    Married         Employee
## 1300    0     0      0       0      M  (55,65]   Divorcee       Management
## 4273    1     1      0       0      F  [15,25]     Single         Employee
## 4229    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4656    0     0      0       1      M  (25,35]     Single Unskilled worker
## 4303    0     0      0       0      F  (55,65]   Divorcee         Employee
## 3165    0     0      0       0      F  (35,45]    Married         Employee
## 6861    0     0      0       0      F  (75,85]    Widower         Employee
## 5413    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 5221    0     0      0       0      M  (25,35]    Married Unskilled worker
## 3801    1     1      1       0      M  (25,35]    Married          Foreman
## 2788    1     0      0       1      F  (55,65]  Remarried         Employee
## 3593    0     0      0       0      F  (45,55]    Married Unskilled worker
## 6250    0     0      0       0      F  (75,85]    Married Unskilled worker
## 248     0     1      1       1      M  (55,65]    Married       Management
## 264     1     1      0       0      M  (45,55]    Married       Management
## 6033    1     0      1       0      M  (35,45]    Married         Employee
## 1972    1     1      0       0      F  (45,55]     Single       Management
## 2571    1     1      0       0      M  (55,65]    Widower       Management
## 357     1     1      0       0      M  (25,35]    Married         Employee
## 2524    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5584    0     0      0       0      M  (55,65]   Divorcee         Employee
## 4910    0     0      0       0      F  (55,65]    Married         Employee
## 1425    1     1      1       0      F  (45,55]    Married          Foreman
## 1029    0     1      0       0      M  (25,35]    Married          Foreman
## 1885    1     0      1       1      F  (35,45]    Married         Employee
## 417     0     0      0       0      M  (45,55]    Married         Employee
## 3416    1     1      0       0      F  (55,65]   Divorcee       Management
## 2447    0     0      0       0      M  (55,65]    Married         Employee
## 2853    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1144    1     1      0       0      M  (25,35]    Married       Management
## 5279    0     0      0       0      F  (75,85]    Married         Employee
## 222     0     1      0       0      F  (45,55]    Married         Employee
## 2399    0     1      0       0      F  (45,55]  Remarried         Employee
## 5468    1     1      0       0      M  (45,55]    Married          Foreman
## 6641    1     0      0       0      F  (25,35]     Single            Other
## 528     0     0      0       0      M  (65,75]   Divorcee Unskilled worker
## 5590    0     0      0       0      M  (45,55]    Married          Foreman
## 5510    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 2061    0     0      0       0      M (85,100]    Married  Manual labourer
## 180     0     1      1       0      F  (55,65]    Married         Employee
## 3930    1     1      0       0      F  (25,35]    Married         Employee
## 145     1     1      1       0      M  (25,35]     Single         Employee
## 1403    1     1      1       0      F  (45,55]    Married       Management
## 2418    0     0      0       0      F  (35,45]   Divorcee  Manual labourer
## 4250    1     0      0       0      F  (55,65]     Single       Technician
## 6096    1     1      1       0      F  (35,45]   Divorcee          Foreman
## 3587    0     0      0       0      F  (25,35]     Single         Employee
## 1228    0     0      0       0      F  [15,25]     Single         Employee
## 1550    0     0      0       0      M  (35,45]    Married       Technician
## 4478    0     0      0       1      M  (35,45]    Married  Manual labourer
## 284     0     0      0       0      F  (55,65]   Divorcee  Manual labourer
## 4697    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5282    1     1      0       0      F  (45,55]    Married            Other
## 899     0     0      0       0      M  (45,55]    Married       Technician
## 834     0     0      0       0      F  (65,75]    Married         Employee
## 2177    1     0      0       0      M  (45,55]    Married       Management
## 6088    0     0      0       0      M (85,100]    Married  Manual labourer
## 3680    0     1      0       1      M  (45,55]    Married       Management
## 667     1     1      1       0      F  (45,55]   Divorcee         Employee
## 5004    0     0      0       0      F  (55,65]    Married         Employee
## 6449    1     0      0       0      M  (25,35]    Married       Technician
## 261     1     1      0       1      F  (45,55]    Married         Employee
## 2547    1     0      0       0      F  (45,55]    Married  Manual labourer
## 4257    1     0      0       0      M  (35,45]     Single  Manual labourer
## 1643    1     0      0       0      M  (55,65]  Remarried          Foreman
## 2487    0     0      0       1      M  (35,45]    Married  Manual labourer
## 1428    0     0      0       0      F  (55,65]  Remarried  Manual labourer
## 5879    0     1      0       0      F  (25,35]     Single         Employee
## 3881    1     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 190     0     0      0       0      F  (45,55]    Married          Foreman
## 4485    0     0      0       0      F  (75,85]    Widower         Employee
## 1993    0     0      0       1      M  (35,45]     Single       Management
## 4103    0     0      0       0      F  (45,55]    Married          Foreman
## 3309    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 3618    1     0      0       0      M  (55,65]   Divorcee       Management
## 195     1     1      0       0      F  [15,25]     Single         Employee
## 3834    1     0      1       1      F  (25,35]     Single         Employee
## 4235    0     0      0       0      F  (35,45]    Married       Management
## 5896    1     1      0       0      F  (65,75]    Married         Employee
## 6823    0     0      0       0      F  (55,65]    Married         Employee
## 5916    1     1      1       0      M  (45,55]    Married          Foreman
## 2666    1     0      1       0      F  (35,45]     Single       Management
## 4109    1     0      1       1      M  (35,45]    Married       Management
## 6554    0     0      0       0      F  (35,45]    Married         Employee
## 1453    1     1      0       0      F  (55,65]    Married         Employee
## 564     0     0      0       0      M  (55,65]    Widower  Manual labourer
## 5263    1     0      1       0      F  (45,55]    Married         Employee
## 5320    0     0      0       0      F  (35,45]    Married          Foreman
## 3106    0     0      0       0      F  (35,45]     Single         Employee
## 17      0     0      1       0      F  (25,35]     Single       Management
## 1683    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6302    0     0      0       0      M  (45,55]    Married Unskilled worker
## 6318    0     0      0       0      F  (45,55]    Married         Employee
## 5208    1     1      1       0      F  (45,55]    Married          Foreman
## 1679    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5376    1     1      1       0      M  (45,55]    Married          Foreman
## 3526    1     0      1       0      M  [15,25]     Single Unskilled worker
## 2316    0     1      0       0      F  (25,35]    Married          Foreman
## 5135    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 131     0     1      1       0      F  (25,35]     Single          Foreman
## 2453    0     0      1       0      F  (65,75]    Widower         Employee
## 3176    1     0      0       0      F  (45,55]    Married         Employee
## 4887    0     0      0       0      F  (25,35]    Married         Employee
## 5754    1     1      1       0      F  (35,45]   Divorcee         Employee
## 675     0     0      0       0      F  (65,75]    Married          Foreman
## 2223    1     1      1       1      F  (25,35]     Single         Employee
## 5580    0     1      1       0      F  (65,75]    Widower         Employee
## 2538    0     1      0       0      M  (35,45]  Remarried       Management
## 754     0     0      0       0      M  (55,65]    Married  Manual labourer
## 596     1     1      0       0      F  (45,55]   Divorcee       Management
## 4664    0     1      1       0      F  (35,45]    Widower          Foreman
## 4088    0     0      1       0      F  [15,25]     Single         Employee
## 6365    0     0      1       0      M  (75,85]    Married  Manual labourer
## 5038    1     1      1       0      M  (55,65]    Widower          Foreman
## 1591    0     0      0       0      M  (55,65]    Married Unskilled worker
## 3015    0     0      0       0      F  (45,55]    Married         Employee
## 2123    0     1      0       0      F  (45,55]    Married         Employee
## 6410    1     0      1       0      M  (35,45]    Married       Management
## 4147    1     1      0       0      F  (35,45]    Married          Foreman
## 3514    1     0      0       0      M  (35,45]     Single         Employee
## 6512    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5872    0     0      0       1      M  (45,55]  Remarried  Manual labourer
## 2436    0     0      0       0      F  (45,55]    Married         Employee
## 2076    0     1      0       0      F  (45,55]    Married  Manual labourer
## 6104    0     0      0       0      M  (35,45]    Married Unskilled worker
## 6691    0     0      1       0      M  (45,55]    Married  Manual labourer
## 5273    0     1      0       0      F  (65,75]    Married  Manual labourer
## 4152    0     0      1       0      F  (35,45]     Single         Employee
## 4937    1     1      1       0      F  (35,45]   Divorcee       Management
## 5605    0     0      0       0      F  [15,25]   Divorcee         Employee
## 1304    0     0      0       1      M  (45,55]   Divorcee          Foreman
## 5759    0     0      0       0      F  (45,55]  Remarried          Foreman
## 1585    0     0      0       0      M  (35,45]   Divorcee       Technician
## 6350    1     1      1       0      F  (45,55]     Single          Foreman
## 4973    1     1      0       1      M  (65,75]  Remarried         Employee
## 6346    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5463    0     0      0       0      M  (55,65]  Remarried Unskilled worker
## 964     0     0      0       0      M  (35,45]     Single  Manual labourer
## 402     0     1      0       1      M  (45,55]   Divorcee       Technician
## 6706    0     0      0       0      F  (45,55]     Single         Employee
## 3958    1     1      1       1      M  (35,45]    Married  Manual labourer
## 3460    0     0      1       0      F  (65,75]    Married         Employee
## 2068    0     0      0       0      M  (35,45]    Married       Management
## 305     0     0      0       0      F  (65,75]    Widower  Manual labourer
## 6545    1     1      0       0      M  (45,55]   Divorcee          Foreman
## 2470    0     0      0       0      F  (45,55]    Widower         Employee
## 956     0     0      0       0      F  (55,65]    Married Unskilled worker
## 920     1     0      0       0      F  (25,35]     Single         Employee
## 5825    0     1      0       0      M  (45,55]    Married       Technician
## 3556    0     0      1       0      M  (45,55]    Married       Management
## 2729    0     0      0       0      M  (35,45]    Married       Technician
## 5966    0     0      0       0      F  (25,35]    Married Unskilled worker
## 6158    1     1      0       0      F  (55,65]    Married       Management
## 4993    0     0      0       0      M  (35,45]   Divorcee       Management
## 1322    1     1      0       0      F  (55,65]     Single          Foreman
## 2948    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 6185    0     1      0       0      M  (55,65]    Married       Management
## 4140    0     0      0       0      M  (45,55]    Married          Foreman
## 6897    1     0      0       0      F  (35,45]    Married         Employee
## 2259    0     0      0       0      M  (55,65]    Married          Foreman
## 6342    1     0      1       0      M  (25,35]     Single       Technician
## 2688    0     0      0       1      M  (35,45]   Divorcee          Foreman
## 6679    0     0      0       0      F  (25,35]   Divorcee         Employee
## 5487    0     0      0       0      F  (65,75]    Widower            Other
## 3996    1     0      0       0      F  (45,55]    Married         Employee
## 1216    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2902    0     0      0       0      F  (55,65]  Remarried         Employee
## 2085    0     0      0       0      F  (25,35]    Married         Employee
## 2572    0     0      0       0      M  (55,65]    Married          Foreman
## 4668    0     1      0       1      F  (45,55]   Divorcee         Employee
## 2336    0     1      0       1      F  (25,35]     Single         Employee
## 1946    0     0      0       0      F  (35,45]   Divorcee            Other
## 2854    1     0      0       0      M  (55,65]    Married       Management
## 6182    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 673     0     1      0       0      F  (55,65]    Married         Employee
## 4649    0     0      0       0      F (85,100]    Widower            Other
## 4741    0     0      0       0      F  (25,35]     Single         Employee
## 1859    1     1      0       0      M  (55,65]  Remarried         Employee
## 2371    0     1      0       1      M  (65,75]    Widower       Management
## 2221    0     0      0       0      F  (55,65]    Married Unskilled worker
## 4677    0     0      0       0      F  (35,45]    Married         Employee
## 2430    1     0      0       0      M  (65,75]   Divorcee       Management
## 5505    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 2539    0     0      0       0      M  (65,75]    Married       Management
## 201     0     1      0       1      M  (45,55]     Single  Manual labourer
## 6304    0     0      0       0      F  (45,55]    Married         Employee
## 6762    0     0      1       0      M  (45,55]    Married         Employee
## 1011    0     0      0       0      F  (45,55]    Married         Employee
## 1765    1     1      0       0      F  (45,55]   Divorcee       Management
## 6336    0     1      1       0      F  (25,35]    Married          Foreman
## 2690    0     0      0       1      F  [15,25]     Single          Foreman
## 6700    0     0      0       0      M  (55,65]    Married          Foreman
## 1695    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2194    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6536    0     0      0       0      F  (25,35]     Single          Foreman
## 3603    1     0      0       0      F  (25,35]    Married         Employee
## 1186    0     0      0       0      M  (35,45]    Married          Foreman
## 2393    0     0      0       0      F  (55,65]    Married         Employee
## 4077    1     1      0       0      F  (55,65]    Married         Employee
## 6722    0     0      0       0      M  (75,85]    Married          Foreman
## 3582    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4123    0     1      0       0      M  (55,65]    Married          Foreman
## 1211    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4659    0     0      0       0      F  (65,75]    Married         Employee
## 2281    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 3454    0     1      0       1      F  (45,55]    Married Unskilled worker
## 5154    1     0      1       0      F  [15,25]     Single         Employee
## 6755    1     1      0       0      F  (25,35]    Married         Employee
## 1214    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6167    0     1      0       0      F  (35,45]   Divorcee         Employee
## 1078    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 272     0     0      0       0      M (85,100]    Married       Management
## 2986    1     1      1       0      M  (35,45]    Married          Foreman
## 3595    1     0      0       0      F  (35,45]     Single         Employee
## 6741    0     0      0       0      M  (25,35]    Married  Manual labourer
## 5516    0     0      0       0      M  (55,65]    Married          Foreman
## 2995    0     0      0       0      F  (35,45]    Married  Manual labourer
## 4730    0     1      0       1      F  (55,65]    Married         Employee
## 3446    1     1      1       0      F  (35,45]     Single         Employee
## 6524    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 6223    0     1      0       0      M  (45,55]    Married  Manual labourer
## 2308    0     1      0       0      F  (55,65]    Widower  Manual labourer
## 3751    0     0      0       0      M  (45,55]    Married       Management
## 5745    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 5824    1     1      0       0      F  (55,65]    Married         Employee
## 3525    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1692    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5636    1     1      1       0      F  (25,35]     Single       Management
## 839     1     0      0       0      M  (25,35]     Single          Foreman
## 6142    1     0      0       0      F  (35,45]     Single         Employee
## 3486    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6186    0     0      0       0      F  (35,45]    Married         Employee
## 1260    0     0      0       1      F  (25,35]     Single         Employee
## 6168    0     1      0       0      F  [15,25]    Married         Employee
## 4455    1     1      0       0      F  (25,35]    Married         Employee
## 3111    0     0      0       0      F (85,100]    Widower  Manual labourer
## 5665    0     0      0       0      F  (35,45]    Married         Employee
## 6752    1     0      0       0      M  (25,35]    Married  Manual labourer
## 87      0     0      0       0      F  (45,55]    Married          Foreman
## 775     1     1      0       0      F  (35,45]  Remarried         Employee
## 5853    0     1      0       0      F  (75,85]    Widower         Employee
## 4272    0     0      0       0      F  (65,75]    Widower         Employee
## 2821    0     0      0       1      M  (45,55]    Married         Employee
## 3921    0     0      0       0      F  (25,35]    Married            Other
## 4747    0     0      0       0      M (85,100]    Married  Manual labourer
## 3297    0     1      1       0      M  (55,65]     Single       Management
## 5422    0     0      0       0      F  (65,75]    Widower          Foreman
## 2893    1     0      0       0      M  [15,25]     Single       Technician
## 2677    1     0      0       0      F  (35,45]     Single         Employee
## 5031    0     0      0       0      F  (55,65]    Married         Employee
## 401     0     0      0       0      M  (65,75]  Remarried  Manual labourer
## 1873    0     1      0       0      F  (35,45]    Married       Management
## 15      1     1      1       0      M  (45,55]  Remarried       Management
## 5055    0     0      0       0      F  (55,65]    Married Unskilled worker
## 4902    0     1      0       0      M  (35,45]     Single Unskilled worker
## 6370    0     0      0       0      F  (35,45]    Married         Employee
## 6452    0     1      0       0      M (85,100]    Widower       Management
## 1120    1     0      0       0      M  (55,65]    Married          Foreman
## 2646    0     0      0       0      F  (65,75]  Remarried  Manual labourer
## 966     0     1      1       1      F  (25,35]    Married         Employee
## 2731    0     0      0       0      F  (25,35]    Married         Employee
## 1052    0     1      0       0      F  (35,45]    Married         Employee
## 5762    0     0      0       0      F  (65,75]    Married Unskilled worker
## 594     1     1      0       0      M  (35,45]    Married       Management
## 2116    1     1      0       0      M  (35,45]    Married  Manual labourer
## 5308    1     1      0       0      F  (65,75]  Remarried Unskilled worker
## 4026    1     0      0       0      F  (25,35]    Married Unskilled worker
## 5014    0     0      0       0      F  (25,35]    Married Unskilled worker
## 1372    0     0      0       0      F  (45,55]    Married         Employee
## 1458    1     1      1       0      M  (55,65]    Married       Management
## 6241    0     0      0       0      M  (45,55]   Divorcee         Employee
## 2337    0     0      0       0      F  (35,45]    Married         Employee
## 6457    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2360    0     0      0       0      F  (25,35]    Married          Foreman
## 6791    0     0      0       0      M  (35,45]    Married Unskilled worker
## 5724    0     0      1       0      M  (45,55]   Divorcee  Manual labourer
## 2231    0     0      1       0      F  (25,35]    Married Unskilled worker
## 1431    0     0      0       0      F  (35,45]    Married         Employee
## 5406    0     0      1       0      F  [15,25]    Married         Employee
## 4743    0     0      0       0      F  (25,35]    Widower Unskilled worker
## 6437    0     0      0       0      F  (45,55]    Married         Employee
## 5023    1     1      1       0      F  (45,55]    Married         Employee
## 238     0     0      0       0      M  (65,75]    Married  Manual labourer
## 5573    0     0      0       0      F  (35,45]     Single          Foreman
## 2782    0     1      0       0      M  (65,75]  Remarried            Other
## 5651    0     0      0       0      M  (25,35]     Single       Management
## 1856    1     1      0       0      F  (45,55]    Married         Employee
## 1084    1     0      0       0      M  (25,35]     Single  Manual labourer
## 334     1     1      0       0      F  (45,55]    Married         Employee
## 3347    1     1      0       1      M  (75,85]    Widower       Technician
## 6361    0     0      0       0      M  (35,45]   Divorcee         Employee
## 2471    0     0      0       0      F  (25,35]    Married       Management
## 2586    0     0      0       0      F  (75,85]    Married         Employee
## 4046    0     0      0       0      F  (55,65]    Married         Employee
## 81      1     1      0       0      F  (65,75]    Married       Management
## 4453    1     0      0       0      F  (25,35]    Married         Employee
## 5398    0     0      0       0      F  (55,65]    Married         Employee
## 857     1     1      0       0      F  (45,55]  Remarried       Management
## 3343    0     0      0       0      M  (65,75]    Married          Foreman
## 1025    1     1      1       1      M  (35,45]     Single       Management
## 3626    0     1      0       0      F  (35,45]     Single         Employee
## 4855    0     0      0       0      M  (65,75]  Remarried  Manual labourer
## 2868    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6870    1     0      1       0      M  (45,55]    Married  Manual labourer
## 4844    1     0      0       0      M  (45,55]    Married          Foreman
## 785     0     1      0       0      M  (75,85]    Married       Management
## 6048    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5528    0     0      1       1      M  (45,55]    Married         Employee
## 6472    1     1      0       1      F  (25,35]  Remarried         Employee
## 456     0     0      0       0      F (85,100]     Single  Manual labourer
## 3412    0     0      0       0      M  (45,55]    Married       Management
## 5196    0     1      1       0      F  (25,35]    Married         Employee
## 4709    1     1      1       1      M  (45,55]    Married       Management
## 4932    0     0      0       0      F  (65,75]    Married  Manual labourer
## 2236    0     0      0       0      F  (55,65]   Divorcee            Other
## 4183    0     0      0       0      F  [15,25]    Married Unskilled worker
## 2135    0     0      0       0      F  (65,75]     Single       Management
## 1367    0     0      0       0      M  (65,75]  Remarried          Foreman
## 6017    0     0      0       0      M  (45,55]    Married         Employee
## 3081    0     1      0       0      M  (75,85]    Married  Manual labourer
## 1400    0     1      1       0      F  (55,65]    Married            Other
## 5874    1     1      0       1      M  (25,35]     Single          Foreman
## 1542    0     0      0       0      F  (55,65]    Married         Employee
## 3810    1     0      0       0      F  (45,55]    Married         Employee
## 6649    0     0      0       0      F  (55,65]    Married  Manual labourer
## 5133    0     1      1       0      F  (65,75]    Widower         Employee
## 2233    0     0      0       1      F  (25,35]    Married Unskilled worker
## 2381    1     0      0       1      F  (45,55]    Married         Employee
## 4178    1     1      0       0      M  (35,45]   Divorcee          Foreman
## 4451    1     1      0       0      F  (35,45]    Married          Foreman
## 3326    0     0      0       0      M  (55,65]    Married       Management
## 5540    1     1      0       0      F  (45,55]    Married            Other
## 274     0     1      1       0      F  (55,65]    Married       Technician
## 638     1     1      0       0      F  (45,55]   Divorcee          Foreman
## 4001    0     0      0       0      F  (25,35]   Divorcee Unskilled worker
## 2141    1     0      0       0      F  (25,35]    Married       Management
## 4170    0     1      0       0      M  (35,45]    Married       Management
## 3877    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 6547    1     1      0       0      M  (45,55]     Single  Manual labourer
## 3937    0     1      0       0      F  (45,55]    Married         Employee
## 1925    0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 328     1     0      1       0      M  (35,45]     Single       Management
## 202     1     0      1       0      M  (25,35]    Married       Management
## 3792    0     0      0       0      F  (75,85]    Widower         Employee
## 5102    0     0      0       0      M  (65,75]     Single  Manual labourer
## 1215    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5876    0     1      0       0      F  (35,45]     Single         Employee
## 6607    0     0      0       0      F  (55,65]    Married          Foreman
## 112     0     0      0       0      F  (55,65]    Married         Employee
## 6195    0     0      0       0      F  (45,55]     Single         Employee
## 3796    1     1      1       0      F  (65,75]    Widower         Employee
## 5050    0     0      0       0      F  (75,85]    Widower         Employee
## 6579    0     0      0       0      M  (75,85]  Remarried  Manual labourer
## 3449    0     1      0       0      F  (45,55]    Married         Employee
## 6314    1     1      0       0      M  (65,75]    Widower       Management
## 3286    0     0      0       0      M  (75,85]    Married          Foreman
## 5266    1     0      1       0      F  (35,45]   Divorcee         Employee
## 5249    1     0      0       1      M  [15,25]     Single Unskilled worker
## 1563    0     0      0       0      F  (25,35]    Married Unskilled worker
## 1194    0     0      0       0      F  (35,45]   Divorcee         Employee
## 32      1     1      0       0      F  (45,55]   Divorcee         Employee
## 747     0     1      0       0      F  (45,55]  Remarried         Employee
## 390     1     1      0       0      F  (65,75]    Married         Employee
## 3944    1     0      0       0      M  [15,25]     Single         Employee
## 3132    0     1      1       0      F  (25,35]     Single Unskilled worker
## 1677    0     0      0       0      F  (55,65]    Married Unskilled worker
## 4470    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 1456    1     1      0       0      F  (65,75]     Single          Foreman
## 1038    0     0      0       0      F  (55,65]    Married Unskilled worker
## 358     0     0      0       0      M  [15,25]     Single Unskilled worker
## 4998    0     1      0       0      F  (55,65]    Married         Employee
## 6349    0     0      0       1      M  (25,35]    Married          Foreman
## 5209    0     0      0       0      F  [15,25]     Single         Employee
## 4157    1     0      1       0      F  (35,45]     Single         Employee
## 1359    0     0      0       0      M  (45,55]    Married       Management
## 4542    0     1      0       0      F  (65,75]    Married         Employee
## 2354    1     0      1       0      F  (25,35]    Married         Employee
## 2892    1     0      0       0      F  (65,75]    Widower         Employee
## 467     1     1      0       0      M  (55,65]    Married          Foreman
## 5028    1     0      0       0      F  (45,55]    Married         Employee
## 1468    0     0      0       0      F  (45,55]    Married         Employee
## 4317    0     1      0       0      M  (35,45]     Single         Employee
## 4162    0     1      0       0      F  (35,45]     Single         Employee
## 4888    0     0      0       0      F  (45,55]    Married       Technician
## 837     0     1      0       0      F  (75,85]    Married            Other
## 4714    1     1      0       0      M  (25,35]     Single  Manual labourer
## 4784    0     0      0       0      M  (45,55]    Married          Foreman
## 3250    1     1      0       0      F  (45,55]    Married         Employee
## 1965    0     0      0       0      F  (25,35]     Single         Employee
## 5314    0     0      0       0      M  (25,35]    Married Unskilled worker
## 4868    0     0      1       0      F  (45,55]    Married Unskilled worker
## 4867    0     0      0       0      M  (65,75]    Widower       Management
## 2416    1     1      0       1      M  (45,55]  Remarried          Foreman
## 4041    0     0      1       0      M  (45,55]     Single  Manual labourer
## 5483    0     0      0       1      M  (25,35]     Single         Employee
## 5328    0     0      0       0      F  (45,55]    Married            Other
## 3799    0     1      0       0      F  (65,75]    Married            Other
## 1482    0     0      0       0      M  (45,55]    Married       Management
## 84      1     1      1       0      M  (35,45]     Single         Employee
## 869     1     1      0       1      F  (25,35]    Married          Foreman
## 2071    0     0      0       0      F  (45,55]    Married         Employee
## 1351    0     0      1       0      F  (35,45]   Divorcee         Employee
## 5683    0     1      0       0      M  (45,55]    Married         Employee
## 3294    1     1      1       0      F  (25,35]     Single       Management
## 3447    0     1      0       0      F  (45,55]    Widower         Employee
## 3507    1     1      0       0      F  (45,55]    Married          Foreman
## 4083    0     1      0       0      M  (45,55]   Divorcee Unskilled worker
## 1195    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4727    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4905    1     1      0       1      M  (55,65]  Remarried         Employee
## 4105    0     1      0       0      F  (45,55]    Married          Foreman
## 547     0     0      0       0      F  [15,25]     Single         Employee
## 171     0     0      0       0      M  (55,65]    Married       Management
## 3798    1     1      0       0      F  (35,45]    Married         Employee
## 1168    1     0      0       0      F  (35,45]    Married         Employee
## 3584    0     0      1       0      F  (35,45]   Divorcee         Employee
## 3322    1     1      0       0      M  (35,45]    Married         Employee
## 2786    0     0      0       0      M  (55,65]    Married  Manual labourer
## 715     0     0      0       0      M  (35,45]    Married       Management
## 4986    0     0      0       0      M  (65,75]  Remarried  Manual labourer
## 3315    0     1      0       1      F  (45,55]    Married Unskilled worker
## 1184    0     0      0       0      F  (35,45]    Married  Manual labourer
## 2181    0     0      0       0      F  [15,25]     Single  Manual labourer
## 4094    0     0      1       0      F  (55,65]    Married         Employee
## 3739    0     0      0       0      M  (25,35]     Single Unskilled worker
## 5183    0     0      0       0      M  (35,45]     Single Unskilled worker
## 3152    0     0      1       0      M  (35,45]    Married  Manual labourer
## 1952    0     0      0       1      M  [15,25]     Single  Manual labourer
## 352     0     1      0       0      F  (65,75]   Divorcee         Employee
## 1917    0     0      0       0      M  (45,55]    Married         Employee
## 3911    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6084    0     1      1       0      M  (25,35]    Married          Foreman
## 3753    1     0      0       0      F  (35,45]    Married         Employee
## 1655    1     1      1       0      F  (35,45]   Divorcee         Employee
## 5839    1     0      0       0      F  (45,55]    Married       Management
## 2251    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 5494    1     1      1       1      M  (55,65]    Married       Management
## 793     0     0      0       1      F  (35,45]    Married         Employee
## 6077    0     0      0       0      M  (25,35]     Single  Manual labourer
## 3573    1     0      0       0      F  (55,65]    Widower         Employee
## 6539    1     1      0       0      F  (55,65]  Remarried         Employee
## 981     0     1      1       1      M  (35,45]    Married       Technician
## 1320    1     0      1       0      M  (35,45]    Married       Management
## 2767    0     0      0       0      M  (45,55]    Married       Technician
## 36      1     0      1       0      F  (35,45]     Single       Management
## 5764    0     0      0       0      F  [15,25]     Single Unskilled worker
## 4957    0     0      0       0      M  (25,35]     Single         Employee
## 3936    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5474    1     0      1       0      F  (65,75]    Widower  Manual labourer
## 6213    0     0      0       0      M  (45,55]     Single Unskilled worker
## 2692    0     0      1       0      F  (35,45]    Married         Employee
## 3415    0     0      0       1      M  [15,25]     Single  Manual labourer
## 6198    0     0      0       0      F  (45,55]    Married         Employee
## 6583    1     1      1       0      M  (25,35]     Single         Employee
## 6020    0     0      0       0      M  (65,75]    Widower Unskilled worker
## 1905    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2798    0     0      0       1      M  (55,65]     Single Unskilled worker
## 6671    0     0      0       0      M  (65,75]   Divorcee         Employee
## 3700    0     0      1       0      M  (25,35]     Single Unskilled worker
## 4343    0     0      0       0      M  [15,25]     Single  Manual labourer
## 3386    0     0      0       0      M  (55,65]    Married Unskilled worker
## 3206    0     0      0       0      M  (45,55]    Married          Foreman
## 3159    0     0      0       0      F  (35,45]     Single         Employee
## 5107    0     0      0       0      M  (75,85]    Married Unskilled worker
## 366     0     0      0       0      M  (25,35]    Married  Manual labourer
## 5767    0     0      0       0      F  (35,45]  Remarried         Employee
## 1877    1     1      0       0      M  (45,55]     Single       Management
## 6904    0     0      0       0      F  (55,65]    Married         Employee
## 2717    0     0      0       0      F  (45,55]    Widower  Manual labourer
## 676     0     0      0       1      M  (45,55]   Divorcee         Employee
## 2741    0     0      0       0      F (85,100]    Widower            Other
## 4633    1     0      0       0      M  (55,65]    Married         Employee
## 3653    1     1      0       0      M  (25,35]     Single       Management
## 1055    1     0      1       0      M  (35,45]    Married  Manual labourer
## 2953    0     1      0       0      F  (25,35]   Divorcee         Employee
## 5368    0     1      0       0      M  (55,65]    Married       Technician
## 823     0     0      0       0      M  (45,55]    Married  Manual labourer
## 6442    0     0      0       0      F  (45,55]    Married         Employee
## 1733    0     0      1       0      M  (45,55]  Remarried          Foreman
## 2326    0     0      0       0      F  (35,45]     Single         Employee
## 4265    0     0      0       0      F  (55,65]    Married         Employee
## 5111    0     0      0       0      M  (55,65]    Married       Management
## 4733    0     0      0       0      M  (45,55]    Married          Foreman
## 2635    0     0      0       0      F  (55,65]    Married            Other
## 187     1     1      1       0      M  (55,65]  Remarried       Management
## 2262    0     0      0       0      F  (65,75]    Widower          Foreman
## 1682    0     0      0       0      F  (25,35]     Single         Employee
## 5306    0     0      0       0      F  (35,45]    Married Unskilled worker
## 974     1     0      0       0      M  (45,55]    Married            Other
## 3505    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4258    0     0      0       0      F  [15,25]     Single Unskilled worker
## 1791    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 630     1     1      0       0      F  (35,45]     Single         Employee
## 2748    1     1      0       1      M  [15,25]     Single          Foreman
## 2935    0     0      0       0      F  (25,35]     Single  Manual labourer
## 149     0     1      0       0      F  (45,55]    Married         Employee
## 6401    1     1      1       0      M  (55,65]   Divorcee            Other
## 2574    0     1      0       0      M  (25,35]     Single          Foreman
## 1050    0     0      0       0      F  (45,55]    Married  Manual labourer
## 4831    0     0      0       0      M (85,100]    Widower Unskilled worker
## 2750    0     0      0       0      F  [15,25]     Single       Management
## 6364    1     1      1       0      F  (55,65]    Married          Foreman
## 4811    0     0      1       0      F  (55,65]    Married         Employee
## 531     0     1      0       0      M  (45,55]    Married         Employee
## 5890    1     0      1       0      M  (55,65]    Married  Manual labourer
## 3786    1     0      0       0      F  (25,35]     Single         Employee
## 3838    0     0      1       0      M  (35,45]  Remarried          Foreman
## 2261    0     0      0       0      M  (45,55]    Married       Management
## 3404    0     0      0       0      F  (75,85]    Widower         Employee
## 2716    0     0      0       0      F  (25,35]     Single            Other
## 4177    0     0      1       0      F  (45,55]   Divorcee         Employee
## 173     1     1      0       0      M  (35,45]    Married       Management
## 5412    0     0      1       0      F  (35,45]    Married         Employee
## 4137    1     1      0       0      F  (25,35]     Single       Management
## 6444    0     0      0       0      F  (25,35]     Single         Employee
## 4970    1     1      0       1      M  (45,55]    Married       Management
## 2306    1     0      0       0      M  [15,25]     Single  Manual labourer
## 4069    1     1      1       0      F  (35,45]    Married         Employee
## 6063    0     0      0       0      M  (75,85]  Remarried          Foreman
## 3385    0     0      1       0      F  (75,85]    Married       Management
## 5167    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1334    0     0      0       0      F  (25,35]    Married         Employee
## 989     0     0      0       0      M  (45,55]  Remarried       Technician
## 6015    0     0      0       0      M  (45,55]  Remarried Unskilled worker
## 61      0     0      1       0      F  (35,45]     Single       Management
## 2579    0     0      0       0      F  (45,55]    Married         Employee
## 1647    0     1      1       0      M  (45,55]    Married       Management
## 5914    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2117    0     1      0       1      F  (75,85]    Married            Other
## 3770    0     1      0       0      F  (75,85]    Widower         Employee
## 2264    0     0      1       0      F  (55,65]    Married         Employee
## 1276    0     1      0       0      F  (55,65]    Married         Employee
## 4131    0     0      1       0      M  (35,45]     Single       Management
## 4596    1     1      1       0      F  (45,55]     Single       Management
## 2918    0     0      1       0      M  (45,55]    Married  Manual labourer
## 4458    0     0      0       0      F  (45,55]    Married       Management
## 4560    0     0      0       0      F  (75,85]    Married         Employee
## 5998    0     0      0       0      M  (35,45]    Married       Technician
## 6795    0     1      0       0      F  (55,65]    Married       Management
## 1220    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 4486    0     0      0       0      M  (45,55]     Single          Foreman
## 888     0     0      0       1      M  (65,75]    Married            Other
## 4200    0     0      0       0      M  (45,55]     Single       Management
## 3455    0     0      0       0      M  (55,65]    Married  Manual labourer
## 558     1     0      0       0      M  (45,55]  Remarried       Technician
## 6275    1     1      0       0      F  (55,65]    Married         Employee
## 5379    0     0      0       0      F  (65,75]    Widower         Employee
## 5818    1     0      0       0      F  (35,45]    Married         Employee
## 308     0     0      0       0      M  (35,45]   Divorcee          Foreman
## 320     1     1      0       0      M  (65,75]    Widower       Management
## 682     1     0      0       0      F  (25,35]    Married         Employee
## 1489    0     0      0       0      M  (55,65]    Married       Management
## 1418    0     0      0       0      M  (45,55]    Married       Technician
## 4648    1     0      1       1      F  (35,45]    Married         Employee
## 5428    1     0      0       0      M  (55,65]    Married  Manual labourer
## 266     1     1      0       0      M  (25,35]     Single       Management
## 1382    1     1      0       0      F  (45,55]    Married       Management
## 3743    1     1      1       0      F  (25,35]     Single          Foreman
## 4422    1     1      0       0      F  (55,65]   Divorcee         Employee
## 949     0     0      0       0      M  (25,35]     Single          Foreman
## 164     0     0      0       0      F  (65,75]    Widower         Employee
## 2958    0     0      0       0      F  (55,65]    Married         Employee
## 1070    0     0      0       0      M  (55,65]    Married       Management
## 4419    0     0      0       0      M  [15,25]     Single  Manual labourer
## 6494    0     0      0       0      F  (45,55]    Widower         Employee
## 5084    0     1      0       0      F  (75,85]    Widower  Manual labourer
## 3886    0     0      0       0      M  (65,75]    Married  Manual labourer
## 95      1     0      0       0      M  (25,35]     Single       Management
## 6372    0     0      0       0      M  (45,55]    Married         Employee
## 6440    1     0      0       0      F  (65,75]    Married         Employee
## 5348    0     1      1       0      F  (35,45]   Divorcee         Employee
## 2484    0     0      0       1      M  (35,45]    Married Unskilled worker
## 6014    0     0      0       0      M  (65,75]  Remarried  Manual labourer
## 3652    1     1      0       0      M  (35,45]   Divorcee       Management
## 1160    0     1      1       1      F  (35,45]    Married          Foreman
## 4720    0     0      0       0      F  (35,45]    Married         Employee
## 5857    1     0      1       1      M  (25,35]    Married       Management
## 6325    1     1      0       0      F  (35,45]     Single          Foreman
## 4951    1     1      0       0      M  (25,35]     Single       Technician
## 6137    0     0      0       0      M  (75,85]    Married            Other
## 3970    0     0      0       0      F  (25,35]     Single Unskilled worker
## 1264    0     1      0       1      M  (35,45]     Single Unskilled worker
## 5949    0     0      0       0      F  (65,75]    Widower         Employee
## 6770    1     0      0       0      F  (25,35]     Single         Employee
## 4045    1     1      1       0      M  (35,45]   Divorcee  Manual labourer
## 2588    1     1      0       0      F  (25,35]     Single         Employee
## 788     0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 2013    0     0      0       0      F  (35,45]    Married Unskilled worker
## 4474    0     0      0       1      M  (45,55]     Single          Foreman
## 2195    1     1      1       0      F  (35,45]    Married       Management
## 4857    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1069    0     0      0       1      M  (55,65]  Remarried  Manual labourer
## 5451    0     0      0       0      F  (25,35]    Married         Employee
## 1037    0     0      0       0      F  (35,45]    Married Unskilled worker
## 2685    0     0      0       0      F  (35,45]    Married         Employee
## 5688    0     0      0       0      M  (65,75]    Married  Manual labourer
## 516     0     1      1       1      F  (55,65]    Married         Employee
## 1040    0     0      0       0      F  (45,55]    Married  Manual labourer
## 4136    0     0      1       0      M  (25,35]     Single Unskilled worker
## 2809    0     0      0       0      F  (35,45]    Married         Employee
## 1192    0     0      0       0      M  (25,35]  Remarried Unskilled worker
## 563     0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 6488    0     1      0       0      M  (65,75]    Married       Management
## 5213    1     1      1       0      F  (35,45]    Married       Management
## 454     0     0      0       0      F  (45,55]    Widower Unskilled worker
## 1130    1     0      0       1      M  (25,35]    Married  Manual labourer
## 6631    0     0      0       0      M  (55,65]    Married       Technician
## 2497    0     1      1       1      F  (45,55]  Remarried         Employee
## 3108    0     0      0       0      F  (45,55]    Married         Employee
## 543     0     0      0       0      M  (25,35]     Single  Manual labourer
## 3093    0     0      0       0      M  (25,35]    Married       Management
## 4189    1     1      0       1      M  (35,45]    Married         Employee
## 4277    0     0      0       0      F  (45,55]    Widower       Management
## 3155    1     0      0       0      M  (55,65]    Married  Manual labourer
## 1584    1     0      0       0      F  [15,25]     Single         Employee
## 2890    0     0      0       0      M  (65,75]    Married         Employee
## 5664    1     1      1       1      M  (45,55]    Married          Foreman
## 905     0     0      0       0      M  (55,65]     Single  Manual labourer
## 5307    0     0      0       0      M  (25,35]    Married Unskilled worker
## 1921    0     0      0       0      M  [15,25]     Single Unskilled worker
## 1504    1     1      0       1      M  (45,55]     Single       Technician
## 1593    1     1      0       1      M  (45,55]    Married       Technician
## 1006    1     1      0       0      F  (35,45]    Married       Management
## 4655    0     0      0       1      M  (65,75]    Married          Foreman
## 6100    0     0      1       0      F  (55,65]    Widower         Employee
## 1758    0     1      0       1      M  (75,85]    Married            Other
## 706     1     1      1       1      M  (55,65]    Widower       Management
## 3861    1     1      1       0      M  (35,45]    Married       Technician
## 2224    1     0      0       0      M  [15,25]     Single  Manual labourer
## 5712    1     1      1       0      F  (45,55]    Married          Foreman
## 741     0     0      0       0      F  (55,65]    Married         Employee
## 226     0     1      1       0      F  (25,35]     Single       Technician
## 4850    0     0      0       0      F  (65,75]    Married Unskilled worker
## 732     0     0      0       0      M  [15,25]    Married  Manual labourer
## 343     0     0      0       0      F  (25,35]    Married         Employee
## 2050    0     0      0       0      M  (65,75]    Widower       Management
## 770     0     0      0       1      M  (25,35]     Single  Manual labourer
## 6006    0     1      0       0      M  (35,45]    Married          Foreman
## 668     0     0      0       0      M  (25,35]     Single         Employee
## 1564    0     0      0       0      F  (35,45]    Married       Management
## 242     0     0      0       0      M  (65,75]    Married         Employee
## 3818    1     0      0       0      F  (25,35]     Single         Employee
## 3971    1     1      0       0      F  (35,45]    Married       Management
## 5411    1     1      0       0      F  (45,55]    Married         Employee
## 53      1     1      1       0      M  (35,45]     Single         Employee
## 4524    1     1      1       0      F  (25,35]     Single         Employee
## 3891    1     1      0       0      F  (45,55]   Divorcee         Employee
## 1175    1     0      1       1      M  (35,45]   Divorcee  Manual labourer
## 1871    0     1      1       0      F  (35,45]    Married       Management
## 919     0     1      1       1      M  (65,75]    Married       Management
## 5938    0     0      0       0      M  (25,35]    Married         Employee
## 533     0     0      0       0      F  (35,45]    Married Unskilled worker
## 3307    0     0      0       0      F  (75,85]    Widower         Employee
## 3292    0     1      0       0      F  [15,25]     Single         Employee
## 232     1     1      0       0      F  (35,45]    Widower         Employee
## 4660    0     0      0       0      F  (55,65]     Single         Employee
## 2928    0     0      0       1      M  (25,35]    Married          Foreman
## 2781    0     0      0       1      M  (65,75]    Widower  Manual labourer
## 6689    0     0      0       0      F  (65,75]    Widower         Employee
## 1746    1     1      0       0      M  (65,75]    Married       Management
## 939     0     0      0       1      F  [15,25]     Single         Employee
## 4756    0     0      0       0      M  (65,75]    Married Unskilled worker
## 5735    0     0      0       0      F  (25,35]     Single       Technician
## 6461    1     1      1       1      F  [15,25]     Single         Employee
## 5506    0     0      0       0      M  (45,55]    Married         Employee
## 1244    0     1      0       1      M  [15,25]     Single         Employee
## 1438    1     0      0       1      F  (35,45]  Remarried          Foreman
## 5416    0     0      0       0      F  (25,35]     Single         Employee
## 3429    0     0      0       0      F  (75,85]    Married         Employee
## 119     0     0      0       0      F  (45,55]    Married  Manual labourer
## 4173    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 6422    1     1      1       0      F  (25,35]     Single       Management
## 2018    0     1      1       0      F  (45,55]    Married         Employee
## 6319    0     1      0       0      F  (45,55]    Married          Foreman
## 5780    1     1      0       0      F  (45,55]   Divorcee            Other
## 3723    0     0      0       0      M  (55,65]    Married       Management
## 186     1     0      1       0      F  (35,45]    Married         Employee
## 3713    1     1      1       1      F  [15,25]     Single          Foreman
## 2446    0     0      0       1      M  (35,45]   Divorcee         Employee
## 1691    0     0      0       0      F  (55,65]    Married         Employee
## 6489    1     1      1       0      F  (35,45]   Divorcee       Management
## 4289    1     1      0       0      M  (35,45]    Married       Technician
## 5231    0     0      0       0      F  (35,45]    Married         Employee
## 6358    0     1      0       0      F  (55,65]  Remarried         Employee
## 1437    0     0      0       0      M  (35,45]    Married          Foreman
## 6429    0     0      0       1      F  (45,55]    Married         Employee
## 1508    0     0      0       0      M  (55,65]    Married          Foreman
## 735     0     0      0       0      F  [15,25]     Single         Employee
## 4794    1     0      1       0      F  [15,25]     Single         Employee
## 5708    0     0      0       0      F  (35,45]     Single         Employee
## 3086    0     0      0       0      M  (55,65]    Married          Foreman
## 6070    1     0      0       0      F  (35,45]     Single         Employee
## 1491    0     0      0       0      M  (45,55]    Married Unskilled worker
## 6002    0     0      1       0      M  (35,45]    Married       Technician
## 6508    0     0      0       0      F  (35,45]    Married Unskilled worker
## 1898    1     0      1       0      M  (25,35]     Single       Management
## 3279    0     0      0       0      F (85,100]    Widower  Manual labourer
## 5798    1     0      1       0      M  (65,75]   Divorcee       Management
## 3610    1     1      0       0      F  (25,35]     Single         Employee
## 4383    0     0      0       0      M  (35,45]     Single  Manual labourer
## 82      1     1      0       0      M  (45,55]  Remarried       Management
## 3306    0     1      1       1      M  (35,45]   Divorcee         Employee
## 4503    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1150    1     1      1       1      M  (45,55]    Married       Management
## 1676    1     0      0       0      F  (55,65]    Widower         Employee
## 4517    1     1      0       0      M  (35,45]     Single       Management
## 6148    0     0      0       0      M  (55,65]   Divorcee Unskilled worker
## 6391    0     0      0       0      F  (75,85]    Widower         Employee
## 4921    1     0      0       0      F  (25,35]    Married          Foreman
## 4055    0     1      0       0      F  (35,45]    Married         Employee
## 6035    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1092    0     0      0       0      M  (45,55]   Divorcee          Foreman
## 2019    0     0      0       0      M  (55,65]    Married            Other
## 5942    1     0      0       0      F  (45,55]    Married         Employee
## 58      1     1      0       0      M  (35,45]     Single       Management
## 5394    1     1      1       0      M  (25,35]     Single         Employee
## 5240    0     0      0       0      M  (25,35]    Married  Manual labourer
## 2990    0     1      1       0      F  (65,75]    Widower            Other
## 189     0     0      0       0      F  [15,25]     Single         Employee
## 211     1     1      1       0      M  (65,75]    Married       Management
## 3039    0     0      0       0      F  (75,85]    Widower         Employee
## 6413    1     1      0       1      M  (35,45]    Married       Management
## 801     0     0      0       0      M  (35,45]    Married  Manual labourer
## 3289    1     0      0       0      F  (25,35]     Single          Foreman
## 2807    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1010    0     0      0       0      F  (55,65]    Married         Employee
## 4948    1     0      1       1      F  (25,35]     Single         Employee
## 1556    0     0      0       0      F  [15,25]     Single         Employee
## 3498    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 5440    0     0      0       0      F  (35,45]   Divorcee  Manual labourer
## 93      0     0      0       1      M  (65,75]     Single       Management
## 1293    0     0      0       0      M  (35,45]     Single         Employee
## 6344    0     0      0       0      M  (55,65]    Married          Foreman
## 2622    0     1      1       0      M  [15,25]    Married       Technician
## 1983    0     1      0       0      M  (35,45]    Married          Foreman
## 4523    1     0      1       0      F  (25,35]     Single            Other
## 495     1     1      0       1      F  (55,65]    Married         Employee
## 3748    1     1      1       0      F  (55,65]     Single       Management
## 6721    0     0      0       0      M  (55,65]    Married       Management
## 6847    0     1      0       0      F  (45,55]    Married         Employee
## 3170    0     0      0       0      M  (25,35]     Single  Manual labourer
## 424     1     1      0       0      M  (35,45]     Single       Technician
## 5181    0     0      0       0      M  (55,65]    Widower  Manual labourer
## 6165    1     1      0       0      F  (35,45]   Divorcee         Employee
## 2437    0     1      1       1      F  (35,45]    Married Unskilled worker
## 3422    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1219    0     0      0       0      F  [15,25]     Single Unskilled worker
## 2059    0     0      0       0      M  (65,75]    Married Unskilled worker
## 911     0     1      0       1      M  (45,55]     Single Unskilled worker
## 6155    1     0      0       0      F  (55,65]   Divorcee       Management
## 378     0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 3396    1     1      0       0      F  (55,65]     Single       Management
## 5781    0     1      0       0      M  (25,35]     Single         Employee
## 5235    1     1      0       0      M  (45,55]    Married       Management
## 6466    1     1      1       0      M  (65,75]    Married       Management
## 6248    0     0      0       0      F  (35,45]     Single Unskilled worker
## 3488    0     0      0       0      F  (25,35]    Married          Foreman
## 5980    0     0      0       0      F  (75,85]    Widower         Employee
## 6650    1     0      1       0      M  [15,25]     Single Unskilled worker
## 6249    0     0      0       0      M  (25,35]     Single  Manual labourer
## 709     1     1      0       0      M  (55,65]    Married       Management
## 3393    0     0      0       0      F  (25,35]   Divorcee  Manual labourer
## 6396    0     0      0       0      M  (45,55]    Married       Management
## 2954    0     0      0       0      M  (45,55]    Married         Employee
## 3099    0     0      0       0      F  (35,45]   Divorcee         Employee
## 5862    0     1      1       0      F  (25,35]   Divorcee         Employee
## 3823    0     0      0       0      F  (25,35]     Single         Employee
## 5755    1     1      1       0      F  (45,55]    Married            Other
## 5758    0     1      0       0      F  (35,45]    Married         Employee
## 3238    0     1      0       0      F  (45,55]    Married            Other
## 3956    1     0      0       0      F  (55,65]    Widower         Employee
## 1000    0     0      0       0      M  (25,35]    Married       Management
## 1568    1     1      0       0      F  (65,75]    Married         Employee
## 1162    0     0      0       0      M  (25,35]    Married  Manual labourer
## 2333    0     0      0       0      M  (45,55]     Single Unskilled worker
## 5620    1     1      1       0      F  (75,85]    Married          Foreman
## 5466    0     1      0       0      F  (45,55]    Married  Manual labourer
## 4043    0     1      0       0      M  (25,35]   Divorcee       Management
## 5766    0     0      0       0      F  (35,45]     Single Unskilled worker
## 2357    0     0      0       1      F  (25,35]     Single         Employee
## 6859    0     0      0       0      M  (45,55]  Remarried          Foreman
## 3985    1     0      0       0      F  (25,35]    Married         Employee
## 282     0     0      0       0      M  (65,75]    Married       Management
## 3532    1     1      1       0      M  (25,35]    Married       Technician
## 4141    1     1      1       0      F  (35,45]     Single         Employee
## 2272    0     1      0       0      F  (35,45]    Married         Employee
## 2016    0     0      0       0      F  (55,65]    Married       Management
## 5871    1     1      0       0      M  (25,35]     Single       Management
## 1167    0     0      0       0      M  (45,55]    Married         Employee
## 5339    1     0      0       0      F  (65,75]    Widower  Manual labourer
## 5599    0     0      0       0      F  (55,65]   Divorcee         Employee
## 2296    0     0      0       0      M  (75,85]    Married       Management
## 2876    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 3423    1     0      0       0      F  (35,45]    Widower         Employee
## 5211    1     1      1       0      F  (35,45]   Divorcee       Management
## 1594    0     0      0       0      F  (25,35]     Single         Employee
## 520     0     0      1       0      M  (55,65]    Married       Management
## 2415    0     0      1       0      M  (25,35]    Married       Management
## 4074    1     0      0       0      F  (55,65]    Married         Employee
## 814     0     0      0       0      F  (25,35]     Single         Employee
## 6004    0     0      0       0      F  (45,55]    Married         Employee
## 1291    1     0      0       0      M  (35,45]    Married         Employee
## 657     0     0      0       0      F  (25,35]     Single         Employee
## 2069    0     0      0       0      F  (25,35]    Married         Employee
## 6604    0     1      0       1      M  (25,35]     Single       Technician
## 880     0     0      0       0      F  (35,45]    Widower       Technician
## 4299    0     0      0       0      F  (55,65]     Single  Manual labourer
## 3712    1     1      0       1      M  (45,55]    Married            Other
## 6296    0     0      0       0      M  (45,55]    Married Unskilled worker
## 1959    0     1      0       0      M  (35,45]  Remarried          Foreman
## 2367    0     0      0       0      M  (45,55]    Married          Foreman
## 3684    1     1      0       0      F  (45,55]    Married          Foreman
## 855     0     0      1       1      M  (25,35]     Single         Employee
## 1409    0     0      0       0      F  (75,85]   Divorcee  Manual labourer
## 5669    0     0      0       0      F  (65,75]    Married         Employee
## 6087    0     1      0       0      F  (65,75]    Married         Employee
## 3501    0     0      1       0      F  (25,35]    Married Unskilled worker
## 5566    0     0      0       0      F  (35,45]     Single       Technician
## 1761    1     0      1       1      F  (35,45]   Divorcee         Employee
## 6638    0     0      0       0      F  (25,35]    Married       Technician
## 109     1     1      0       0      F  (35,45]    Married       Management
## 2328    0     0      0       0      F  (25,35]    Married         Employee
## 6737    0     1      0       0      M  (65,75]     Single         Employee
## 2042    0     0      0       0      F  (45,55]    Married         Employee
## 4774    0     0      1       0      F  (55,65]  Remarried         Employee
## 5287    0     1      0       0      F  (55,65]    Married         Employee
## 2314    0     0      0       0      F  (65,75]    Widower         Employee
## 5555    1     1      0       0      F  (55,65]    Widower         Employee
## 5731    0     0      0       0      M  (65,75]    Married Unskilled worker
## 4107    0     1      0       0      M  (55,65]    Married       Management
## 1395    0     0      0       0      F  (45,55]    Married       Management
## 5626    0     0      0       0      F  (65,75]    Married  Manual labourer
## 5486    0     0      0       0      F  (75,85]     Single         Employee
## 2089    0     0      0       0      F  [15,25]     Single         Employee
## 4355    1     0      0       0      F  (65,75]    Widower         Employee
## 2812    1     0      0       0      M  (25,35]     Single       Technician
## 2129    1     1      0       1      F  (55,65]    Widower       Management
## 2758    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 5944    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3003    0     0      0       0      M  (55,65]    Married Unskilled worker
## 2693    1     0      1       1      F  (25,35]    Married         Employee
## 329     1     1      0       0      F  (25,35]    Married       Management
## 1541    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6246    0     1      0       0      M  (75,85]  Remarried       Management
## 6599    0     0      0       0      M  (45,55]    Married       Management
## 5139    0     1      0       0      F  (75,85]    Married         Employee
## 3865    1     1      0       0      M  (35,45]    Married       Management
## 941     1     1      0       0      M  (45,55]    Married          Foreman
## 457     0     0      0       0      M  (25,35]    Married  Manual labourer
## 2940    1     0      0       0      M  (55,65]     Single Unskilled worker
## 5448    0     1      0       0      M  (55,65]    Married          Foreman
## 2120    0     0      0       0      F  (55,65]    Widower         Employee
## 4295    0     0      0       0      F  (25,35]     Single         Employee
## 2352    1     0      1       0      M  (25,35]     Single         Employee
## 2291    0     0      1       1      M  (55,65]   Divorcee       Management
## 5673    0     1      1       0      F  (75,85]    Widower          Foreman
## 5640    1     1      1       0      F  (55,65]    Married          Foreman
## 4176    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2192    0     0      0       0      F  (45,55]    Married         Employee
## 6726    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2914    0     0      0       0      F  (25,35]   Divorcee         Employee
## 3034    0     0      0       0      F  (25,35]    Married         Employee
## 5833    0     0      0       0      F  (55,65]    Married         Employee
## 5086    0     1      0       0      F  (75,85]    Widower         Employee
## 2060    1     1      0       0      F  (55,65]   Divorcee  Manual labourer
## 2160    1     1      0       0      M  (25,35]     Single         Employee
## 6149    1     1      0       0      F  (45,55]     Single       Management
## 1327    1     0      0       0      F  (45,55]  Remarried         Employee
## 2499    1     1      0       1      F  [15,25]     Single       Management
## 3940    0     0      0       0      M  (45,55]    Married Unskilled worker
## 6238    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4808    0     0      0       0      F  (45,55]    Married         Employee
## 6232    0     0      0       0      F  (75,85]    Widower         Employee
## 205     1     1      1       0      F  (35,45]    Married          Foreman
## 6345    0     0      0       0      M  (65,75]    Married         Employee
## 2364    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4085    1     1      1       0      F  (45,55]    Married       Technician
## 1126    1     1      1       0      F  (45,55]     Single       Management
## 4252    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 2099    1     0      0       0      F  (25,35]    Married          Foreman
## 2119    0     0      0       0      M  (35,45]    Married            Other
## 5216    1     0      0       0      F  (25,35]     Single         Employee
## 4080    0     1      1       0      F  (45,55]    Married         Employee
## 3581    0     0      0       0      M  [15,25]     Single         Employee
## 16      0     0      0       0      M  (45,55]    Married         Employee
## 1486    1     1      1       0      M  (25,35]     Single          Foreman
## 4546    1     0      0       0      F  (25,35]    Married         Employee
## 3205    1     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 5869    1     1      1       0      F  (25,35]    Married         Employee
## 2536    0     0      0       0      F  [15,25]     Single  Manual labourer
## 4797    1     1      1       0      F  (35,45]   Divorcee         Employee
## 631     0     0      1       0      F  (75,85]    Married         Employee
## 4064    1     1      0       0      M  (45,55]    Widower       Management
## 5488    1     0      0       0      F  (25,35]     Single         Employee
## 483     1     1      0       1      F  (55,65]  Remarried         Employee
## 867     0     0      0       0      M  (55,65]    Married  Manual labourer
## 6765    0     0      0       0      M  (65,75]     Single         Employee
## 2302    1     0      0       0      M  (45,55]  Remarried       Management
## 3000    0     0      1       0      M  (25,35]     Single  Manual labourer
## 5619    0     0      0       0      F  (65,75]    Married         Employee
## 4452    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 4361    0     1      0       0      M  (35,45]    Married          Foreman
## 2780    0     0      0       0      F  (35,45]   Divorcee         Employee
## 692     0     0      1       0      M  (35,45]    Married          Foreman
## 2164    0     1      0       0      F  (75,85]    Widower         Employee
## 4528    1     1      1       0      F  (55,65]   Divorcee       Management
## 4830    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 4725    0     0      0       0      M  (35,45]    Married          Foreman
## 3178    1     0      0       0      M  (35,45]    Married       Technician
## 759     0     1      0       0      F  (35,45]    Married       Management
## 3331    0     1      0       0      M  (45,55]    Married       Management
## 2912    0     0      0       0      F  (35,45]    Married Unskilled worker
## 5461    1     0      0       0      M  (25,35]     Single Unskilled worker
## 4225    1     0      0       0      F  (35,45]   Divorcee       Technician
## 724     0     0      0       0      F  (45,55]    Married         Employee
## 4369    1     1      0       0      M  (55,65]    Married            Other
## 5881    1     1      1       1      M  (45,55]    Married       Technician
## 608     1     0      0       0      F  (55,65]    Married         Employee
## 6260    1     0      1       0      F  (45,55]    Married         Employee
## 4139    1     0      1       1      F  [15,25]     Single         Employee
## 6566    0     0      0       0      M  (45,55]    Married          Foreman
## 2859    0     0      0       0      F  (45,55]    Married         Employee
## 4657    0     0      0       0      F  (45,55]   Divorcee         Employee
## 210     0     0      0       0      M  [15,25]     Single  Manual labourer
## 6802    1     0      0       0      F  (25,35]     Single         Employee
## 2469    1     1      0       0      F  (25,35]     Single         Employee
## 643     0     0      0       0      M  (55,65]    Married       Management
## 4773    0     0      0       0      M  (35,45]    Married  Manual labourer
## 882     0     0      0       0      M  (45,55]    Married  Manual labourer
## 5710    0     0      0       0      F  (35,45]    Widower         Employee
## 4969    1     1      1       1      F  (45,55]   Divorcee         Employee
## 2088    0     0      0       0      M  (25,35]     Single  Manual labourer
## 6470    1     1      1       0      F  (45,55]     Single       Management
## 1       1     1      0       0      F  (55,65]    Married       Management
## 3122    0     1      0       1      F  (45,55]    Married         Employee
## 6900    0     0      0       0      F  (55,65]    Married  Manual labourer
## 5080    0     0      0       0      F  (45,55]    Married Unskilled worker
## 2189    1     0      0       0      F  (35,45]    Married       Management
## 309     0     0      0       0      M  (35,45]  Remarried         Employee
## 997     1     0      0       0      M  [15,25]     Single       Management
## 1943    0     0      0       0      M  (65,75]    Married         Employee
## 3098    0     0      0       0      F  (55,65]   Divorcee         Employee
## 3699    1     1      0       0      M  (35,45]    Married       Technician
## 4329    0     0      0       0      M  (75,85]  Remarried       Management
## 6702    0     0      0       0      F  (65,75]    Widower       Technician
## 1607    0     0      0       1      F  (45,55]    Married         Employee
## 3764    0     0      0       0      M  (45,55]    Married       Management
## 1269    0     0      0       0      F  [15,25]     Single         Employee
## 4411    0     0      0       0      F  (35,45]     Single         Employee
## 2983    1     1      1       1      M  (45,55]     Single       Technician
## 3679    1     1      0       0      F  [15,25]     Single         Employee
## 5112    1     0      1       0      F  (45,55]   Divorcee         Employee
## 5446    1     0      1       0      F  (55,65]    Married          Foreman
## 6509    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5029    0     0      0       0      F  (65,75]    Married         Employee
## 874     1     0      0       0      M  (55,65]    Married       Technician
## 4535    0     0      0       0      M  (65,75]    Married  Manual labourer
## 276     1     0      0       0      M  (35,45]     Single         Employee
## 1146    1     0      1       0      M  (25,35]     Single  Manual labourer
## 6303    0     0      0       0      M  (45,55]    Married       Management
## 1376    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 410     0     0      0       0      F  (65,75]    Married         Employee
## 3       1     0      0       0      M  (55,65]    Married         Employee
## 6383    0     0      0       0      F  (35,45]     Single         Employee
## 2052    1     0      0       0      F  (65,75]    Married         Employee
## 5750    0     0      1       0      M  (45,55]    Married         Employee
## 5236    1     0      0       0      M  (55,65]    Married          Foreman
## 4788    0     0      0       0      M  (55,65]    Widower  Manual labourer
## 2285    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 665     0     1      0       1      M  (35,45]    Married  Manual labourer
## 6027    1     1      0       0      F  (45,55]   Divorcee       Management
## 5672    0     1      0       0      F  (45,55]   Divorcee         Employee
## 1520    0     0      0       0      F  (55,65]    Married  Manual labourer
## 6873    0     0      0       0      M  (65,75]    Married       Management
## 6289    0     0      0       0      M  (45,55]    Married            Other
## 220     0     1      0       0      M  (55,65]    Married       Technician
## 6578    0     1      1       0      F  (45,55]  Remarried         Employee
## 3490    0     0      0       0      F  [15,25]     Single         Employee
## 1612    0     1      0       0      F  (55,65]    Widower         Employee
## 6567    0     0      0       1      F  (55,65]    Married Unskilled worker
## 3114    0     0      1       0      F  (35,45]   Divorcee         Employee
## 1356    1     1      1       0      F  (45,55]    Married       Management
## 2736    1     1      0       0      F  (35,45]   Divorcee         Employee
## 3827    0     1      0       0      F  (45,55]    Married         Employee
## 5691    0     0      0       0      M  (55,65]   Divorcee          Foreman
## 1041    0     0      0       0      F  (35,45]     Single         Employee
## 5552    0     0      0       0      M  (75,85]    Married  Manual labourer
## 384     0     1      0       0      F  (25,35]     Single       Management
## 4187    0     1      0       0      F  (45,55]   Divorcee          Foreman
## 2153    0     1      0       0      M  (55,65]    Married          Foreman
## 3252    1     0      0       0      M  (35,45]     Single       Management
## 135     0     0      0       0      F  (45,55]     Single         Employee
## 933     0     0      0       0      M  (35,45]    Married         Employee
## 2631    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6290    0     0      0       0      F  (45,55]    Married            Other
## 5327    0     0      0       0      F  (75,85]    Widower         Employee
## 2171    0     0      0       0      F  (25,35]    Married          Foreman
## 5838    1     1      1       0      F  (45,55]     Single         Employee
## 1202    1     0      0       0      M  (55,65]    Married         Employee
## 5856    0     0      0       0      M  (45,55]    Married       Technician
## 4712    0     0      1       0      F  (25,35]   Divorcee          Foreman
## 3563    0     1      0       0      F  (25,35]    Married         Employee
## 4936    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4775    1     0      0       0      F  (25,35]     Single       Technician
## 4610    0     1      0       0      F  (55,65]    Married       Management
## 2166    0     0      0       0      M  (75,85]     Single            Other
## 1822    0     0      0       0      M  (35,45]     Single       Management
## 6293    0     0      1       0      M  (35,45]   Divorcee Unskilled worker
## 6672    1     0      0       0      F  (35,45]    Married         Employee
## 2667    0     0      0       1      M  (35,45]   Divorcee         Employee
## 3993    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1156    0     0      0       0      M  (35,45]    Married       Technician
## 1611    0     0      0       0      F  (45,55]   Divorcee         Employee
## 50      0     0      0       0      F  (35,45]   Divorcee         Employee
## 3410    0     0      0       0      F  (55,65]  Remarried         Employee
## 1073    0     0      0       0      F  (35,45]    Married         Employee
## 1896    0     0      0       0      F  (65,75]    Married         Employee
## 4172    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1131    1     1      0       1      M  (35,45]    Married          Foreman
## 3757    0     0      0       0      M  (35,45]   Divorcee       Management
## 6753    0     0      0       0      F (85,100]    Widower Unskilled worker
## 2191    0     0      0       0      M  (55,65]    Married       Technician
## 2358    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2932    0     0      0       0      F  (25,35]    Married         Employee
## 3345    0     0      0       0      F  (25,35]     Single         Employee
## 1199    0     1      0       0      M  (35,45]    Married  Manual labourer
## 3726    0     0      0       1      F  (35,45]    Married         Employee
## 6375    0     0      1       0      F  (45,55]    Married         Employee
## 3661    1     1      0       0      M  (35,45]    Married       Management
## 5205    0     1      0       0      M  (25,35]    Married  Manual labourer
## 6736    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 6648    1     1      0       1      F  (25,35]     Single         Employee
## 3492    1     1      0       0      F  (35,45]    Married         Employee
## 4347    1     1      1       0      M  (45,55]    Married  Manual labourer
## 3475    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 4920    0     1      0       0      M  (45,55]    Married       Technician
## 1128    0     1      0       0      F  (35,45]   Divorcee       Management
## 5357    0     1      0       0      F  (35,45]   Divorcee         Employee
## 2087    1     1      0       0      M  (25,35]    Married       Management
## 3602    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5545    1     1      0       0      M  (55,65]    Married       Management
## 3544    1     0      1       0      F  (35,45]     Single          Foreman
## 3625    0     1      0       0      F  (35,45]    Married         Employee
## 1535    0     0      0       0      F  (35,45]    Married  Manual labourer
## 3193    0     0      1       0      F (85,100]    Widower         Employee
## 5928    0     0      0       0      F  (55,65]    Married         Employee
## 4700    0     1      1       0      M  (65,75]    Married         Employee
## 5648    0     0      0       0      F  (35,45]     Single         Employee
## 3975    0     0      0       0      F  (55,65]    Married       Management
## 1490    0     0      0       0      F  (35,45]  Remarried         Employee
## 908     0     0      0       0      M  (45,55]  Remarried Unskilled worker
## 5377    0     0      0       0      F  (25,35]     Single         Employee
## 1299    0     0      0       0      M  (55,65]    Married Unskilled worker
## 2738    0     0      0       0      F  (25,35]    Married Unskilled worker
## 3965    0     1      0       0      F  (65,75]    Widower Unskilled worker
## 5354    0     0      1       0      M  (35,45]     Single  Manual labourer
## 585     0     0      0       0      M  (45,55]    Married  Manual labourer
## 3662    1     1      0       0      F  [15,25]     Single Unskilled worker
## 6409    0     0      1       1      F  (35,45]   Divorcee  Manual labourer
## 4039    0     0      0       0      F  [15,25]     Single         Employee
## 2492    0     0      0       1      M  [15,25]     Single Unskilled worker
## 5598    0     0      0       0      M  [15,25]     Single       Technician
## 2380    0     0      0       0      F  (65,75]    Married         Employee
## 3576    0     0      0       0      F  (35,45]    Married       Technician
## 1306    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5909    0     1      0       1      M  (65,75]    Married          Foreman
## 864     0     0      0       0      F  (55,65]    Married         Employee
## 3089    0     1      0       0      F  [15,25]     Single         Employee
## 6332    1     0      0       0      M  (35,45]     Single            Other
## 1223    0     1      0       0      M  (55,65]    Married         Employee
## 431     0     0      0       0      M  (35,45]    Married         Employee
## 1745    0     0      0       0      M  (45,55]    Married       Management
## 5292    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 5960    0     0      0       0      M  (35,45]    Married  Manual labourer
## 313     0     1      0       0      F  (35,45]     Single         Employee
## 2598    1     0      0       0      F  (55,65]    Married         Employee
## 5409    0     0      0       0      F  (65,75]    Married         Employee
## 1392    0     0      0       0      M  (65,75]    Married Unskilled worker
## 737     0     1      1       1      F  (45,55]   Divorcee          Foreman
## 4864    0     0      1       0      F  [15,25]     Single         Employee
## 5390    1     0      0       0      F  (25,35]    Married          Foreman
## 4476    0     0      0       0      F  (45,55]    Married Unskilled worker
## 6145    1     0      0       0      F  (45,55]    Married         Employee
## 4030    0     0      0       1      M  (45,55]  Remarried         Employee
## 3113    0     0      1       0      F  (25,35]   Divorcee Unskilled worker
## 967     0     0      0       0      F  (25,35]     Single       Technician
## 6291    0     0      0       0      F  (65,75]    Married       Management
## 3673    0     1      1       0      F  (35,45]     Single          Foreman
## 3617    1     1      0       1      F  (45,55]    Married         Employee
## 1301    0     0      0       1      M  (45,55]    Married Unskilled worker
## 5775    1     0      0       0      F  (55,65]    Married          Foreman
## 1589    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 885     0     0      0       0      M  (25,35]     Single            Other
## 5431    1     1      1       0      F  (45,55]   Divorcee       Management
## 4180    0     0      0       0      F  (25,35]     Single         Employee
## 3231    0     0      1       0      M  (55,65]    Widower          Foreman
## 4821    0     0      0       0      M  (55,65]   Divorcee       Management
## 3735    1     1      0       0      F  (75,85]     Single          Foreman
## 2456    1     1      0       0      F  (45,55]    Married       Management
## 3541    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 6216    1     1      1       1      M  (25,35]    Married       Management
## 5821    1     0      0       0      F  [15,25]     Single         Employee
## 6251    1     1      0       0      F  (35,45]   Divorcee         Employee
## 4239    0     0      0       0      M  [15,25]     Single          Foreman
## 2343    1     1      0       0      F  (35,45]     Single         Employee
## 4839    0     0      0       0      M  (65,75]    Married            Other
## 896     1     1      1       0      F  (35,45]   Divorcee       Management
## 5334    0     0      0       0      M  (35,45]    Married          Foreman
## 234     0     0      0       0      F  (45,55]  Remarried          Foreman
## 4409    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3570    0     0      0       0      M  (45,55]    Married          Foreman
## 1530    0     0      0       0      M  (55,65]    Married       Technician
## 3290    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 4744    0     0      0       0      M  (25,35]    Married Unskilled worker
## 225     0     0      0       0      M  (45,55]    Married         Employee
## 3295    1     1      0       0      F  (45,55]   Divorcee       Management
## 1759    0     0      0       0      M  (45,55]     Single          Foreman
## 847     1     1      0       0      F  (25,35]    Married         Employee
## 1614    0     1      1       0      M  (45,55]    Married  Manual labourer
## 6435    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4465    0     0      0       1      M  (25,35]    Married  Manual labourer
## 6421    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1393    0     0      0       0      F  (35,45]    Married       Management
## 3721    1     1      1       0      M  (25,35]     Single  Manual labourer
## 4890    0     0      1       0      M  (65,75]    Married  Manual labourer
## 5967    0     0      0       0      M  (35,45]     Single Unskilled worker
## 54      1     1      1       0      M  (65,75]    Widower       Management
## 6669    0     0      0       0      F  [15,25]     Single         Employee
## 2702    0     0      0       0      F  (55,65]    Married Unskilled worker
## 5318    0     0      0       0      F  (25,35]    Married         Employee
## 5146    1     0      1       0      M  (25,35]     Single            Other
## 68      0     1      0       0      M  (55,65]    Married       Management
## 4348    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5553    1     1      0       0      F  (55,65]    Married         Employee
## 4413    0     0      0       0      F  (75,85]    Married       Management
## 1429    1     0      0       0      M  (45,55]    Married          Foreman
## 780     0     0      1       0      F (85,100]    Widower       Management
## 4690    0     1      0       0      F  (25,35]    Married            Other
## 74      0     1      0       0      F  (25,35]    Married         Employee
## 405     0     0      0       1      M  [15,25]     Single  Manual labourer
## 2555    1     0      0       0      M  (45,55]    Married       Technician
## 3914    0     1      0       0      M  (45,55]     Single          Foreman
## 3166    0     0      1       0      F  (25,35]    Married         Employee
## 2359    0     0      0       0      F  [15,25]     Single         Employee
## 6447    0     0      0       0      F  (35,45]     Single       Technician
## 3671    1     1      0       0      F  (35,45]     Single       Management
## 100     1     1      0       0      F  (45,55]    Married         Employee
## 2633    0     0      0       0      M  [15,25]     Single Unskilled worker
## 6558    0     0      0       0      M  (35,45]    Married       Management
## 4033    1     1      0       0      M  (25,35]    Married       Management
## 1567    1     1      0       0      M  (45,55]     Single       Technician
## 1900    0     0      0       0      F  (75,85]    Married         Employee
## 6707    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 2735    0     0      0       0      M  (35,45]    Married       Technician
## 2506    1     0      0       1      M  (65,75]    Married  Manual labourer
## 140     0     0      0       0      M  (55,65]   Divorcee         Employee
## 859     1     0      0       0      M  (35,45]    Married  Manual labourer
## 5752    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 1865    1     1      0       0      F  (25,35]     Single       Management
## 2862    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1551    0     1      0       0      F  (45,55]   Divorcee         Employee
## 2151    0     0      0       1      M  (65,75]    Married  Manual labourer
## 549     0     0      0       0      F  (75,85]    Widower  Manual labourer
## 2505    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3373    1     1      1       0      M  (45,55]    Married       Management
## 3992    0     1      0       0      F  (35,45]    Married         Employee
## 3919    1     0      1       0      F  (35,45]    Widower          Foreman
## 525     0     0      1       0      F  (45,55]    Married Unskilled worker
## 474     0     0      1       0      M  (25,35]     Single  Manual labourer
## 6127    0     0      0       0      F  (25,35]     Single          Foreman
## 4863    0     1      0       0      M  (45,55]    Married          Foreman
## 3430    1     0      0       0      M  (35,45]     Single Unskilled worker
## 4279    1     1      1       0      F  (55,65]    Married         Employee
## 1253    0     1      0       0      M  (35,45]  Remarried  Manual labourer
## 1190    1     0      0       0      F  (25,35]     Single         Employee
## 5557    1     1      1       0      F  (55,65]    Married         Employee
## 4236    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6690    0     0      0       0      F  (35,45]   Divorcee          Foreman
## 5763    0     0      0       1      F  (45,55]  Remarried         Employee
## 3787    0     0      1       0      F  (25,35]     Single         Employee
## 6299    0     0      0       0      M  (55,65]    Married Unskilled worker
## 3262    0     1      0       0      M  (35,45]    Married       Management
## 5452    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 5633    1     1      0       0      M  (55,65]    Married       Management
## 5507    0     0      0       0      M  (55,65]  Remarried         Employee
## 3370    0     0      0       0      M  (45,55]  Remarried         Employee
## 1717    0     0      0       0      M  (45,55]    Married       Management
## 819     1     0      0       0      F  (25,35]    Married         Employee
## 5056    0     0      0       0      F  (55,65]    Widower         Employee
## 4899    0     0      1       1      M  (35,45]     Single       Management
## 3071    0     0      1       0      M  (75,85]    Widower  Manual labourer
## 1821    0     0      0       0      F  (65,75]     Single         Employee
## 6026    0     1      0       0      M  (35,45]  Remarried          Foreman
## 2544    0     1      1       0      F  (25,35]   Divorcee            Other
## 5148    0     0      0       0      F  (45,55]     Single       Technician
## 193     0     0      0       0      F  (65,75]    Married         Employee
## 2442    0     0      0       0      M  (25,35]    Married Unskilled worker
## 937     0     0      0       0      F  (25,35]    Married         Employee
## 4385    1     1      0       0      M  (35,45]    Married       Management
## 1806    1     0      0       0      F  (35,45]     Single         Employee
## 6826    0     0      0       0      M  (65,75]    Married       Management
## 3813    0     1      0       0      M  (55,65]    Married       Management
## 4612    1     1      0       1      F  (45,55]    Married       Management
## 3538    0     1      0       0      M  (55,65]    Married       Management
## 1547    0     0      0       0      M  (45,55]    Married  Manual labourer
## 838     0     0      0       0      F  (45,55]     Single  Manual labourer
## 2033    0     1      0       1      M  (45,55]    Widower          Foreman
## 6522    0     0      0       0      F  (55,65]    Married         Employee
## 3948    1     1      1       1      M  (35,45]     Single       Technician
## 5721    0     0      0       0      M  (55,65]    Married          Foreman
## 4673    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1410    1     0      0       0      M  (45,55]    Married  Manual labourer
## 1786    0     0      0       0      M  (45,55]    Married  Manual labourer
## 229     1     1      0       0      F  (25,35]     Single       Management
## 3041    0     1      0       0      M  (55,65]    Married            Other
## 4972    1     0      0       1      M  (35,45]    Married       Management
## 6764    0     0      0       0      M  (35,45]    Married         Employee
## 3142    0     0      0       1      M  (75,85]     Single       Management
## 2585    0     0      0       0      F  (25,35]     Single  Manual labourer
## 1045    0     0      0       1      M  (45,55]   Divorcee         Employee
## 1608    0     1      0       0      F  (55,65]   Divorcee Unskilled worker
## 2796    0     0      0       0      F  (75,85]    Widower         Employee
## 5082    0     0      0       0      M  (35,45]    Married       Management
## 670     1     1      1       0      F  [15,25]     Single         Employee
## 5165    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4780    0     0      1       1      F  (35,45]   Divorcee         Employee
## 784     0     1      1       0      M  (35,45]    Married         Employee
## 5556    0     1      0       0      F  (45,55]    Widower         Employee
## 1659    0     0      0       0      M  (35,45]    Married Unskilled worker
## 1426    1     1      0       0      F  (55,65]    Widower         Employee
## 4298    0     1      0       1      F  (45,55]    Widower         Employee
## 5119    1     0      0       0      M  (45,55]    Married       Management
## 3552    0     0      0       0      M  (55,65]    Married         Employee
## 1755    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6839    0     0      0       0      M  (55,65]    Married  Manual labourer
## 672     1     1      0       1      F  (35,45]    Married Unskilled worker
## 6754    0     0      0       0      F  (35,45]   Divorcee         Employee
## 3982    0     0      0       0      M  (65,75]    Married Unskilled worker
## 4475    0     0      0       0      F  (75,85]    Widower         Employee
## 6045    0     1      1       0      F  [15,25]     Single         Employee
## 2003    0     0      0       1      M  (45,55]    Married  Manual labourer
## 3954    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 697     0     0      0       1      M  (45,55]  Remarried  Manual labourer
## 1577    0     1      1       1      M  (55,65]   Divorcee  Manual labourer
## 2386    0     0      0       0      M  (35,45]     Single  Manual labourer
## 19      1     1      1       0      F  (35,45]     Single         Employee
## 1281    0     0      0       0      F  (55,65]    Married         Employee
## 1805    1     1      1       0      F  (25,35]     Single       Management
## 4737    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3510    0     1      0       0      M  (75,85]    Married       Management
## 5892    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 3281    1     1      0       0      M  (35,45]   Divorcee          Foreman
## 2217    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4374    0     0      0       0      M  (75,85]    Married          Foreman
## 765     0     0      0       0      F (85,100]    Widower Unskilled worker
## 5936    0     0      0       0      M  (25,35]    Married       Technician
## 6720    0     1      0       0      F  (35,45]    Married          Foreman
## 4518    1     0      0       0      F  (25,35]     Single         Employee
## 4028    0     0      0       0      M  (55,65]    Married       Technician
## 5973    1     1      0       0      F  (25,35]     Single       Management
## 5121    0     0      0       0      F  [15,25]     Single         Employee
## 4556    0     1      0       0      F  (45,55]    Married         Employee
## 2747    0     0      1       0      F  (35,45]  Remarried         Employee
## 4911    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1749    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4138    0     1      1       0      F  (55,65]    Married         Employee
## 1060    0     0      0       0      F  [15,25]     Single         Employee
## 2808    0     0      0       0      M  (55,65]    Married  Manual labourer
## 3690    0     0      1       1      M  (25,35]    Married Unskilled worker
## 1247    0     0      0       0      F  (75,85]    Widower         Employee
## 2974    0     0      1       0      F  (55,65]     Single         Employee
## 4672    0     0      0       0      F  (55,65]    Widower         Employee
## 55      1     1      1       0      F  (25,35]     Single       Management
## 4204    0     1      1       0      F  (35,45]    Married         Employee
## 6298    0     0      0       0      F  (35,45]    Married         Employee
## 1763    1     0      0       0      F  (25,35]     Single         Employee
## 6011    0     0      0       0      M  (25,35]     Single  Manual labourer
## 2843    0     0      0       0      M  (25,35]     Single         Employee
## 5108    1     0      0       0      F  (35,45]    Married         Employee
## 3719    1     1      1       0      F  (35,45]    Married         Employee
## 6572    0     0      0       0      M  (45,55]    Married       Technician
## 4029    1     1      0       0      F  [15,25]     Single          Foreman
## 2904    0     0      0       0      F  (45,55]  Remarried         Employee
## 4862    1     0      0       0      F  (35,45]    Married       Technician
## 4294    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4398    1     0      0       0      M  (55,65]    Married       Management
## 3906    0     0      0       0      F  (25,35]    Married         Employee
## 4975    1     0      1       0      F  (25,35]     Single          Foreman
## 1408    0     0      0       0      F  (35,45]    Married         Employee
## 702     0     0      0       0      F  (45,55]    Married  Manual labourer
## 5842    1     0      0       0      F  (45,55]    Married         Employee
## 4646    0     0      0       0      F  (45,55]   Divorcee       Technician
## 1665    0     0      0       0      F  (35,45]    Married  Manual labourer
## 2209    0     0      0       0      M  (35,45]    Married       Management
## 687     0     0      1       0      M  (65,75]    Widower         Employee
## 4946    0     0      0       0      F  (35,45]     Single         Employee
## 6151    1     1      1       0      M  (45,55]   Divorcee          Foreman
## 2488    0     1      0       0      M  (65,75]    Married          Foreman
## 6530    0     0      0       0      F  (35,45]   Divorcee         Employee
## 347     0     0      0       0      F  (45,55]    Married  Manual labourer
## 2675    0     0      0       0      F  (45,55]     Single         Employee
## 1361    0     0      0       1      F  (35,45]    Married         Employee
## 629     0     1      0       0      F  (65,75]    Married       Management
## 3483    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4753    0     1      0       1      F  [15,25]     Single Unskilled worker
## 2534    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 4611    0     0      0       0      M  (25,35]     Single       Management
## 5157    0     0      1       1      F  (25,35]     Single       Management
## 5078    0     1      0       1      F  (35,45]     Single         Employee
## 5170    1     0      1       1      M  (35,45]     Single Unskilled worker
## 1857    0     1      0       1      M  (55,65]    Married       Management
## 4443    0     1      0       0      F  (35,45]   Divorcee         Employee
## 6852    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 4133    1     1      1       0      F  (25,35]     Single       Technician
## 5694    0     0      0       0      F  (55,65]    Married         Employee
## 5518    0     0      0       1      F  (45,55]   Divorcee  Manual labourer
## 1978    0     0      1       0      F  (45,55]    Married         Employee
## 4790    1     0      0       0      F  (35,45]   Divorcee         Employee
## 1348    1     1      1       0      F  (35,45]   Divorcee          Foreman
## 1427    1     1      0       0      F  (45,55]    Widower          Foreman
## 6652    0     1      0       0      M  (25,35]     Single          Foreman
## 2043    0     0      0       0      F  (55,65]    Married         Employee
## 6131    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3951    1     0      0       0      M  (35,45]     Single         Employee
## 6658    1     1      1       0      F  (25,35]     Single       Management
## 6097    1     1      0       0      F  (25,35]     Single       Management
## 1109    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1615    0     0      0       0      M  (75,85]    Married  Manual labourer
## 275     0     0      1       0      F  (65,75]    Married       Management
## 5243    0     1      0       0      F  (35,45]   Divorcee  Manual labourer
## 1843    1     0      1       0      F  [15,25]     Single         Employee
## 2945    0     0      0       0      F  (45,55]    Married         Employee
## 6708    0     0      0       0      M  (55,65]    Married       Management
## 6836    0     1      0       0      F  (65,75]    Married         Employee
## 6580    0     0      0       0      F  (25,35]    Married         Employee
## 2154    1     1      0       0      F  (55,65]    Married         Employee
## 2480    0     0      0       0      M  (25,35]     Single Unskilled worker
## 482     0     0      0       0      F  (25,35]    Married       Management
## 18      1     1      0       0      F  (25,35]     Single       Management
## 2937    0     0      0       0      M  (75,85]    Married  Manual labourer
## 1882    0     0      0       0      F  (65,75]     Single          Foreman
## 1315    0     0      0       0      F  (45,55]   Divorcee         Employee
## 4057    0     0      1       0      M  (35,45]     Single  Manual labourer
## 4924    1     1      0       0      F  (25,35]   Divorcee       Management
## 1285    1     0      0       0      F  (45,55]    Married         Employee
## 1793    1     1      0       0      F  (55,65]   Divorcee       Technician
## 2182    0     0      0       0      F  (35,45]    Married  Manual labourer
## 6353    1     1      1       0      M  (35,45]   Divorcee          Foreman
## 2880    0     0      0       0      M  (25,35]     Single  Manual labourer
## 1235    0     0      1       0      F  (35,45]     Single         Employee
## 1510    0     0      0       0      M  (35,45]    Married          Foreman
## 2097    0     0      0       0      F  (35,45]    Married          Foreman
## 4122    0     0      0       0      F  (35,45]    Married         Employee
## 984     0     1      0       0      M  (45,55]    Married       Management
## 828     1     0      0       0      F  (45,55]    Widower         Employee
## 2670    0     0      0       0      F  (75,85]    Married         Employee
## 628     0     0      0       0      M  (25,35]    Married       Management
## 6130    0     1      0       0      M  (45,55]    Married       Management
## 1119    1     1      0       0      M  (65,75]    Married       Management
## 5904    1     1      0       1      F  (35,45]     Single          Foreman
## 5073    0     0      0       0      M  (55,65]    Married  Manual labourer
## 3791    0     0      0       0      F  (25,35]     Single         Employee
## 5756    1     0      1       0      F  (35,45]     Single         Employee
## 2202    0     0      0       0      F  (55,65]    Married         Employee
## 2913    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6024    0     0      0       0      F  (25,35]    Married          Foreman
## 2438    0     0      0       0      F  (25,35]    Married         Employee
## 5210    1     1      0       0      M  (35,45]   Divorcee       Management
## 4259    0     1      0       0      M  (65,75]    Married  Manual labourer
## 5001    0     0      0       0      F  (25,35]     Single         Employee
## 6617    1     1      0       0      M  (25,35]     Single         Employee
## 3893    0     0      0       0      F  (25,35]     Single Unskilled worker
## 1768    1     1      0       0      F  (25,35]    Married            Other
## 6341    0     0      0       0      M  (75,85]    Married  Manual labourer
## 5797    0     1      0       0      F  (35,45]    Married          Foreman
## 6653    0     0      1       0      F  (35,45]     Single         Employee
## 4772    0     0      0       0      M  (25,35]     Single       Technician
## 4711    1     1      0       0      F  (25,35]     Single         Employee
## 56      0     0      0       0      M  (25,35]     Single       Management
## 285     1     1      0       0      F  (35,45]    Married          Foreman
## 5999    1     0      0       0      M  (45,55]     Single       Technician
## 6132    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1597    0     1      0       0      F  (35,45]    Married         Employee
## 1072    0     0      0       0      M  (25,35]    Married         Employee
## 5300    0     1      0       1      M  (75,85]    Widower          Foreman
## 3924    0     0      0       1      F  (35,45]    Married         Employee
## 1969    0     1      1       0      F  (75,85]   Divorcee       Technician
## 2079    1     1      0       1      F  (45,55]    Married         Employee
## 5601    0     0      0       0      F  (25,35]     Single         Employee
## 2749    0     0      0       0      M  (35,45]    Married  Manual labourer
## 832     1     0      0       0      M  (45,55]    Married  Manual labourer
## 3509    0     1      0       0      M  (25,35]     Single          Foreman
## 4735    1     0      0       0      F  (55,65]  Remarried         Employee
## 2148    0     0      0       0      M (85,100]    Married Unskilled worker
## 252     1     1      1       1      M  (35,45]    Married       Management
## 1977    0     0      0       0      F  (55,65]   Divorcee         Employee
## 6663    1     1      1       0      M  (45,55]    Married          Foreman
## 5848    0     0      0       0      F  (35,45]    Married         Employee
## 4585    0     0      0       0      M  (45,55]   Divorcee       Management
## 4423    0     0      0       0      M  (75,85]    Married         Employee
## 312     0     1      0       0      M  (25,35]     Single         Employee
## 5075    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 798     0     1      1       0      M  (35,45]  Remarried  Manual labourer
## 2078    0     1      0       0      M  (45,55]    Married          Foreman
## 3471    1     1      0       0      F  (45,55]   Divorcee         Employee
## 787     0     0      0       0      F  (35,45]     Single Unskilled worker
## 4507    0     0      1       0      F  (25,35]     Single         Employee
## 1155    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1820    0     0      0       0      F  (45,55]     Single Unskilled worker
## 5858    0     1      1       0      F  (55,65]    Married          Foreman
## 6544    0     1      0       0      M  (55,65]    Married       Management
## 1639    0     1      0       0      M  (55,65]   Divorcee Unskilled worker
## 2979    0     0      0       0      M  (45,55]    Married          Foreman
## 1544    0     0      1       0      M  (65,75]    Widower       Management
## 595     0     1      0       0      F  (35,45]   Divorcee          Foreman
## 2722    0     0      0       0      F  (65,75]    Widower          Foreman
## 3986    0     1      0       0      F  (45,55]    Married       Technician
## 5090    0     0      0       0      F  (45,55]    Married            Other
## 5255    0     1      0       0      F  (65,75]    Married         Employee
## 1224    1     1      1       0      M  (45,55]   Divorcee Unskilled worker
## 3952    1     1      0       0      F  (35,45]    Married         Employee
## 3745    1     1      1       0      M  [15,25]     Single         Employee
## 3874    1     0      0       0      F  (45,55]    Married         Employee
## 4403    0     0      0       0      M  (45,55]  Remarried          Foreman
## 1834    0     1      0       0      F  (25,35]     Single         Employee
## 3351    0     0      1       0      F  (65,75]    Widower         Employee
## 3815    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 3226    1     1      0       0      M  (35,45]    Married       Management
## 4679    0     0      0       0      F  [15,25]     Single       Management
## 5845    1     0      0       0      M  (55,65]    Widower  Manual labourer
## 6397    1     0      1       0      F  (35,45]     Single         Employee
## 6028    0     0      1       0      F  (75,85]    Widower         Employee
## 2626    0     0      0       0      F  (35,45]    Married            Other
## 607     1     1      1       0      F  (55,65]    Married         Employee
## 614     0     0      1       0      F  (65,75]   Divorcee          Foreman
## 3064    0     0      0       0      M  (25,35]     Single  Manual labourer
## 1062    0     0      0       0      F  (45,55]    Married         Employee
## 2334    0     0      0       0      F  (45,55]    Married         Employee
## 3419    1     1      1       0      M  (25,35]    Married         Employee
## 106     0     0      1       0      M  [15,25]     Single  Manual labourer
## 6807    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4900    1     1      0       0      F  (55,65]    Married         Employee
## 5432    0     0      1       0      M  [15,25]     Single         Employee
## 4598    0     1      1       1      F  (45,55]    Married         Employee
## 438     0     0      0       0      F  (25,35]     Single         Employee
## 5016    0     0      0       0      F  (35,45]     Single         Employee
## 391     0     0      0       0      F  (45,55]    Married         Employee
## 448     1     0      0       0      F  (25,35]    Married         Employee
## 3012    1     1      1       1      M  (35,45]    Married  Manual labourer
## 3609    0     0      0       0      F  (35,45]     Single         Employee
## 2773    0     0      0       0      F  (45,55]    Married  Manual labourer
## 1792    0     1      1       0      F  (45,55]    Married       Technician
## 1127    0     0      0       0      M  (35,45]     Single       Technician
## 4599    1     1      0       0      F  (25,35]    Married       Management
## 3821    1     0      0       0      M  (25,35]     Single         Employee
## 5230    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 5946    0     0      0       0      M  (35,45]    Married Unskilled worker
## 1023    0     0      0       0      F  (65,75]    Married         Employee
## 716     0     0      1       0      F  [15,25]     Single         Employee
## 1836    1     1      0       0      M  (35,45]    Married       Technician
## 3731    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5194    0     1      0       0      F  (65,75]    Married         Employee
## 5417    1     0      0       0      M  (35,45]     Single         Employee
## 5383    0     1      0       0      M  (75,85]    Married          Foreman
## 1735    0     1      0       0      M  (45,55]    Married       Management
## 1064    0     1      0       0      F  (35,45]    Married         Employee
## 5280    0     0      0       0      F  (55,65]    Married       Management
## 2570    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2828    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3607    0     0      0       0      F  (75,85]    Married         Employee
## 5608    1     0      0       0      M  [15,25]     Single       Technician
## 1798    0     0      0       0      F  (65,75]   Divorcee         Employee
## 6587    0     0      0       0      M  (25,35]    Married         Employee
## 5987    1     0      0       0      F  (65,75]    Widower         Employee
## 2972    0     0      0       0      M  (45,55]    Married Unskilled worker
## 2031    0     0      0       0      F  (45,55]    Married         Employee
## 437     0     1      1       0      M  (45,55]  Remarried       Management
## 806     1     1      0       0      F  (35,45]     Single          Foreman
## 6369    0     1      1       1      F  (45,55]   Divorcee         Employee
## 5801    0     0      0       0      F  (65,75]    Widower         Employee
## 727     0     0      0       0      F (85,100]    Widower         Employee
## 2258    1     0      1       1      M  (45,55]    Married  Manual labourer
## 2525    0     0      0       0      M  (25,35]     Single       Management
## 6598    1     1      1       0      M  (35,45]    Married       Management
## 4929    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2157    0     0      0       0      F  (25,35]     Single         Employee
## 2661    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3760    0     0      0       0      F  (55,65]    Married         Employee
## 319     1     1      0       0      F  (45,55]    Married         Employee
## 2847    1     0      0       0      M  (45,55]    Married Unskilled worker
## 3812    1     0      0       0      M  [15,25]     Single         Employee
## 228     1     1      0       1      F  (65,75]    Widower         Employee
## 1635    0     1      0       0      M  (45,55]    Married       Technician
## 6589    1     0      1       0      F  (35,45]   Divorcee         Employee
## 4420    0     0      0       0      F (85,100]   Divorcee Unskilled worker
## 2158    0     1      1       0      F  (45,55]     Single       Management
## 237     0     0      0       0      F  [15,25]     Single         Employee
## 3896    0     0      1       0      F  (25,35]    Married       Management
## 4494    0     1      0       1      M  [15,25]     Single  Manual labourer
## 1487    0     0      0       0      F  (45,55]    Widower         Employee
## 6893    0     0      0       0      M  (25,35]     Single  Manual labourer
## 339     0     0      0       0      M  (25,35]    Married  Manual labourer
## 6073    0     0      0       0      F  (35,45]   Divorcee         Employee
## 3425    1     0      0       0      M  (35,45]     Single       Technician
## 4219    0     1      1       0      M  (35,45]     Single  Manual labourer
## 1609    1     1      0       0      M  (35,45]     Single  Manual labourer
## 6838    1     1      0       0      F  (45,55]    Married       Management
## 1058    0     1      0       0      M  (65,75]    Married          Foreman
## 4312    1     0      0       0      M  (45,55]    Married            Other
## 3127    0     1      0       0      M  (25,35]     Single       Management
## 3057    1     0      0       0      F  (55,65]    Widower         Employee
## 4652    0     1      0       0      F  (25,35]     Single         Employee
## 94      1     1      0       0      F  (45,55]    Married       Management
## 273     1     1      0       0      M  (45,55]     Single       Management
## 5868    0     1      0       0      F  (65,75]    Married       Technician
## 2496    0     1      0       0      M  (45,55]    Married Unskilled worker
## 3208    0     1      0       1      M  (55,65]    Married       Technician
## 5277    0     0      0       0      F  (55,65]   Divorcee         Employee
## 4904    0     0      0       0      F  (45,55]    Married         Employee
## 1024    1     1      1       0      F  (55,65]    Married       Management
## 3644    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 2530    0     0      0       0      M  (65,75]    Married Unskilled worker
## 518     1     1      0       1      F  (45,55]    Married         Employee
## 6266    0     0      0       0      F  (25,35]    Married         Employee
## 925     0     0      0       0      F  (35,45]     Single          Foreman
## 362     0     0      0       0      F  (35,45]     Single         Employee
## 4820    0     0      0       0      F  (45,55]    Married         Employee
## 306     1     0      0       0      M  (25,35]     Single       Management
## 3953    0     0      0       0      F  (65,75]  Remarried         Employee
## 829     0     0      0       0      F  (25,35]    Married         Employee
## 161     0     0      1       0      F  (35,45]     Single         Employee
## 3694    1     1      0       0      M  (35,45]     Single       Management
## 6571    0     0      0       0      M  (35,45]    Married         Employee
## 4020    0     0      0       0      F  [15,25]     Single         Employee
## 1701    0     0      0       0      F (85,100]    Widower          Foreman
## 279     1     1      0       0      F  (25,35]     Single       Management
## 2134    0     0      1       0      M  (25,35]     Single Unskilled worker
## 3103    0     0      0       0      F  (65,75]   Divorcee  Manual labourer
## 704     0     0      0       0      F  (75,85]    Widower         Employee
## 6473    0     1      0       0      M  (65,75]   Divorcee       Management
## 6310    0     1      1       0      M  (45,55]   Divorcee       Technician
## 4563    1     1      1       0      F  (45,55]   Divorcee       Management
## 5680    0     0      0       0      M  (75,85]    Widower       Technician
## 1644    0     0      0       0      M  (55,65]  Remarried       Management
## 4694    0     0      0       0      M  (45,55]   Divorcee          Foreman
## 4175    1     0      0       0      F  (25,35]     Single         Employee
## 2645    0     0      0       0      F  (55,65]    Married         Employee
## 5959    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 6682    0     0      0       0      F  (45,55]    Married         Employee
## 6204    0     0      0       0      F  (25,35]    Married Unskilled worker
## 576     0     0      0       0      F  (25,35]    Married            Other
## 2344    0     0      0       0      F  (45,55]    Married         Employee
## 3756    0     0      0       0      F  (75,85]    Married Unskilled worker
## 1208    0     0      0       0      M  (25,35]     Single Unskilled worker
## 382     1     0      1       0      M  (25,35]     Single         Employee
## 5136    0     0      0       0      F  (45,55]   Divorcee         Employee
## 5646    1     1      1       1      F  (35,45]   Divorcee         Employee
## 1680    0     0      0       0      F  (65,75]    Married            Other
## 976     0     0      0       0      F  (65,75]    Married         Employee
## 4488    0     0      1       0      F  (25,35]    Married       Management
## 959     0     0      0       0      F  (35,45]  Remarried         Employee
## 88      1     1      0       0      M  (45,55]  Remarried       Management
## 4852    1     0      0       0      F  (65,75]    Married         Employee
## 5200    1     1      0       0      M  (45,55]    Married       Management
## 4015    0     0      0       0      M  (25,35]    Married  Manual labourer
## 2392    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4534    0     0      0       0      F  (35,45]    Married         Employee
## 4552    0     1      0       0      M  (45,55]    Married          Foreman
## 2346    0     0      0       0      F  (55,65]    Married  Manual labourer
## 3072    0     0      0       0      M  (25,35]  Remarried  Manual labourer
## 5317    0     0      0       0      F  (55,65]    Married  Manual labourer
## 5441    1     1      1       1      M  (55,65]    Married  Manual labourer
## 125     0     0      0       0      F  (45,55]   Divorcee         Employee
## 1984    0     0      0       0      M  (45,55]    Married         Employee
## 2851    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 4255    1     0      0       0      M  (25,35]    Married       Technician
## 4945    0     0      0       0      F  (25,35]     Single         Employee
## 2795    0     0      0       0      F  (35,45]    Widower Unskilled worker
## 2818    0     1      0       0      M  (55,65]    Married Unskilled worker
## 497     0     0      0       0      M  (25,35]    Married         Employee
## 3023    0     0      0       0      M  (75,85]  Remarried  Manual labourer
## 985     1     0      0       0      F  (45,55]    Married            Other
## 4154    1     1      1       0      F  (25,35]     Single         Employee
## 3916    0     0      0       0      M  (45,55]    Married       Technician
## 5057    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3697    0     0      0       0      F  [15,25]     Single         Employee
## 2067    0     0      0       0      F  (35,45]    Married         Employee
## 4956    0     0      1       0      M  (35,45]    Married       Technician
## 5330    1     1      1       0      F  (25,35]    Married       Management
## 5863    0     1      0       0      F  (35,45]   Divorcee         Employee
## 6184    0     0      0       0      M  (75,85]    Married Unskilled worker
## 3869    1     1      0       0      F  (55,65]    Married         Employee
## 6614    0     0      0       0      M  (55,65]    Married       Management
## 4873    0     0      0       0      M  [15,25]     Single Unskilled worker
## 3390    0     0      0       0      M  (35,45]     Single       Technician
## 2556    0     0      0       0      M  (35,45]    Married          Foreman
## 1762    1     1      0       1      M  (55,65]    Married       Technician
## 3728    0     0      0       0      F  [15,25]     Single         Employee
## 66      0     1      1       1      M  (65,75]    Married       Management
## 6901    0     0      1       0      F  (65,75]    Widower Unskilled worker
## 1961    0     0      0       0      F  [15,25]     Single         Employee
## 1134    0     1      1       0      F  (45,55]    Married       Management
## 918     0     0      0       0      M  [15,25]     Single         Employee
## 4838    1     0      0       0      F  (35,45]    Married         Employee
## 3569    0     0      0       0      M  (65,75]    Married  Manual labourer
## 797     0     1      0       1      F  (35,45]    Married          Foreman
## 1169    0     0      0       1      F  (55,65]    Widower Unskilled worker
## 2869    0     1      1       0      F  (45,55]    Married         Employee
## 3961    1     1      0       0      F  (45,55]    Married          Foreman
## 5768    1     1      0       0      M  (35,45]   Divorcee Unskilled worker
## 4886    0     0      0       0      M  (45,55]     Single  Manual labourer
## 6519    0     0      0       0      F  (55,65]    Married       Management
## 5830    0     0      0       0      F  [15,25]     Single         Employee
## 6789    0     0      0       0      F  (45,55]    Married         Employee
## 3126    0     0      0       0      M  (55,65]   Divorcee Unskilled worker
## 1753    0     0      0       0      F  (45,55]    Married         Employee
## 5666    1     1      0       1      F  (45,55]    Widower          Foreman
## 6747    0     0      0       0      M  (65,75]    Married Unskilled worker
## 4397    0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 6716    0     0      0       0      F  (35,45]   Divorcee         Employee
## 1970    0     1      0       0      M  (35,45]    Married       Management
## 6069    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1230    1     1      0       0      F  (25,35]     Single         Employee
## 4640    1     0      1       0      F  (25,35]     Single         Employee
## 6872    0     0      0       0      F  (55,65]     Single       Management
## 2549    0     0      0       1      F  (45,55]    Married         Employee
## 6868    0     0      1       0      F  (35,45]     Single         Employee
## 4448    0     0      1       0      F  (55,65]   Divorcee       Management
## 5400    1     1      1       0      M  (45,55]    Married       Management
## 3031    1     1      1       0      M  (55,65]   Divorcee       Management
## 717     1     0      0       0      F  (45,55]    Married         Employee
## 4168    0     0      0       0      F  (65,75]    Married  Manual labourer
## 2100    1     1      0       0      F  (35,45]    Married         Employee
## 557     0     1      0       0      F  (45,55]    Married          Foreman
## 2764    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 4072    0     1      0       0      M  (55,65]  Remarried       Management
## 4502    0     0      0       1      M  (25,35]     Single         Employee
## 5972    0     0      1       0      F  (25,35]     Single       Management
## 3826    1     1      0       0      M  (55,65]    Married       Technician
## 1669    0     0      0       0      F  [15,25]     Single         Employee
## 1657    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3242    1     1      0       0      F  (45,55]    Married         Employee
## 480     0     0      0       1      F  (35,45]    Married       Management
## 4617    1     1      0       0      F  (65,75]    Married         Employee
## 5587    0     0      0       0      M  (35,45]  Remarried         Employee
## 3453    0     0      0       0      F  [15,25]     Single         Employee
## 4567    0     0      1       0      F  (35,45]    Married         Employee
## 5126    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4322    0     1      0       0      F  (35,45]    Married Unskilled worker
## 2249    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 5034    0     0      1       0      F  (35,45]    Married         Employee
## 5861    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2218    0     0      0       0      M  (55,65]    Married       Management
## 6537    1     0      0       0      F  (75,85]    Widower         Employee
## 3212    0     0      0       0      M  (55,65]    Married       Management
## 2564    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4817    0     0      0       1      F  [15,25]    Married         Employee
## 1036    0     0      0       1      M  (35,45]    Married          Foreman
## 566     1     0      0       0      F  (25,35]     Single         Employee
## 2839    0     0      0       0      F  (65,75]    Married Unskilled worker
## 5983    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2927    1     0      0       0      F  (55,65]    Married         Employee
## 5479    0     0      0       0      F  (45,55]    Married         Employee
## 2366    1     0      0       0      F  (25,35]     Single         Employee
## 2943    1     0      0       0      F  (45,55]    Married  Manual labourer
## 4032    1     1      0       0      F  (35,45]     Single          Foreman
## 5338    0     0      0       0      F  (65,75]    Married  Manual labourer
## 5791    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5079    0     1      1       0      F  (25,35]     Single         Employee
## 4245    0     1      0       0      M  (55,65]    Married Unskilled worker
## 4038    0     1      1       0      M  (35,45]    Married       Technician
## 4310    0     0      0       0      M  (75,85]    Married  Manual labourer
## 3045    0     0      1       0      M  (55,65]  Remarried            Other
## 4802    1     1      1       1      F  (55,65]    Widower         Employee
## 1893    1     0      0       0      F  (35,45]     Single         Employee
## 209     0     1      1       0      F  (25,35]    Married       Management
## 5166    0     1      0       0      M  (45,55]     Single       Technician
## 666     1     1      0       0      F  (55,65]    Widower       Management
## 5684    1     0      0       1      F  (45,55]    Married         Employee
## 2784    0     0      0       0      F  (35,45]  Remarried         Employee
## 5615    1     1      0       0      M  (55,65]    Married       Management
## 6196    1     1      1       0      F  (35,45]    Married       Management
## 3313    1     0      0       0      F (85,100]    Widower  Manual labourer
## 3420    0     0      0       0      F  (45,55]   Divorcee       Technician
## 5298    1     1      1       0      F  (45,55]    Married         Employee
## 3668    0     1      1       0      F  (35,45]    Married          Foreman
## 5918    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 4843    0     0      0       0      F  (25,35]    Married         Employee
## 1870    0     1      0       0      M  (35,45]    Married       Management
## 881     0     0      0       0      M  [15,25]     Single Unskilled worker
## 3049    0     0      0       0      F  (55,65]    Married Unskilled worker
## 3328    1     0      0       0      F  (25,35]     Single         Employee
## 4231    0     1      0       0      M  (35,45]    Married Unskilled worker
## 2561    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6055    0     0      0       0      F  (65,75]    Married         Employee
## 354     0     0      0       0      M  (35,45]    Married  Manual labourer
## 484     0     0      1       0      F  (35,45]    Married  Manual labourer
## 5239    0     0      0       0      F  [15,25]     Single Unskilled worker
## 1848    0     0      0       0      M  [15,25]     Single         Employee
## 2889    0     0      0       0      F  (65,75]    Married  Manual labourer
## 4142    1     1      0       0      F  (45,55]    Widower       Management
## 5606    1     1      0       1      M  (25,35]    Married       Technician
## 1317    0     0      0       0      M  (45,55]    Married         Employee
## 1613    0     0      0       0      M  (45,55]    Married          Foreman
## 1779    1     1      0       1      M  (65,75]   Divorcee Unskilled worker
## 664     1     0      1       1      M  (55,65]    Married          Foreman
## 3381    0     1      1       0      M  (55,65]    Married         Employee
## 962     0     0      1       0      M  (35,45]    Married          Foreman
## 1077    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5381    1     1      0       0      M  (55,65]    Married       Management
## 176     1     1      1       0      M  (25,35]    Married Unskilled worker
## 3051    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3261    1     0      0       0      M  (35,45]    Married  Manual labourer
## 2411    0     0      1       0      F  [15,25]    Married         Employee
## 185     0     0      1       0      F  (25,35]     Single  Manual labourer
## 6480    0     0      0       0      F  (25,35]    Married         Employee
## 5336    0     0      0       0      F  (35,45]    Married         Employee
## 3052    1     1      0       0      F  (35,45]    Married       Technician
## 499     0     0      0       0      F  (75,85]    Widower         Employee
## 6680    0     0      0       0      F  (25,35]     Single         Employee
## 587     1     1      0       0      F  (45,55]    Married       Management
## 4363    0     0      1       0      F  (35,45]    Married       Management
## 4384    1     1      0       0      F  (75,85]    Widower         Employee
## 3411    0     0      0       0      F  (55,65]    Married          Foreman
## 2163    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 5674    1     0      1       1      F  (55,65]    Married          Foreman
## 991     0     0      0       0      M  (35,45]    Married         Employee
## 1163    0     1      0       0      F  (35,45]    Married         Employee
## 2711    0     0      0       0      F  (45,55]     Single         Employee
## 5649    0     0      0       0      F  (45,55]   Divorcee          Foreman
## 3436    0     0      0       0      F  (25,35]    Married         Employee
## 6785    0     0      0       0      M  [15,25]     Single         Employee
## 6428    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1164    0     0      0       0      F  [15,25]     Single       Technician
## 3158    0     1      1       1      M  (65,75]    Married  Manual labourer
## 1605    0     0      0       0      F  (45,55]  Remarried         Employee
## 2951    0     0      0       0      F  (55,65]    Widower          Foreman
## 4335    0     0      0       0      F  (35,45]    Married         Employee
## 1135    0     0      0       0      F  (35,45]     Single         Employee
## 25      1     1      0       0      F  (25,35]     Single       Management
## 3524    0     0      0       0      M  (25,35]    Married  Manual labourer
## 5373    1     0      0       0      F  (35,45]    Married       Management
## 4530    0     0      0       0      M  (45,55]     Single Unskilled worker
## 1111    0     1      0       0      F  (45,55]   Divorcee          Foreman
## 4497    0     0      0       0      M  (35,45]   Divorcee          Foreman
## 3868    0     1      1       0      F  (65,75]    Widower         Employee
## 6113    0     0      0       0      F  (55,65]    Married         Employee
## 4171    1     1      0       0      M  (45,55]    Married       Management
## 3741    0     0      0       0      F  (75,85]    Married         Employee
## 5551    0     1      0       0      M  (35,45]    Married       Management
## 4199    0     1      0       1      M  (35,45]    Married  Manual labourer
## 333     0     1      0       0      F  (35,45]    Married         Employee
## 3083    1     0      1       0      M  (25,35]    Married         Employee
## 6490    1     1      0       0      F  (35,45]   Divorcee         Employee
## 5992    0     0      0       0      F  (45,55]    Widower         Employee
## 1091    1     1      0       0      F  (35,45]    Married         Employee
## 271     0     0      0       0      F  (35,45]    Married         Employee
## 810     0     0      0       0      F  (45,55]    Married Unskilled worker
## 345     0     0      0       0      M  (35,45]    Married  Manual labourer
## 3216    0     1      0       0      F  (55,65]    Married  Manual labourer
## 3766    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5628    0     0      0       0      M  (75,85]    Married       Management
## 3327    0     1      0       0      M  (45,55]    Married       Management
## 3513    0     0      0       0      F  [15,25]    Married         Employee
## 163     0     0      0       0      F  (55,65]    Married         Employee
## 1432    0     0      0       0      F  (25,35]     Single         Employee
## 281     1     0      0       0      F  (35,45]     Single         Employee
## 642     1     0      0       0      M  (25,35]    Married       Management
## 6172    0     0      0       0      F  (45,55]  Remarried         Employee
## 6272    1     1      0       0      F  (65,75]    Married       Management
## 3693    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3243    0     1      1       0      M  (65,75]    Married Unskilled worker
## 4630    0     0      0       1      M  (65,75]    Married       Technician
## 623     0     1      0       0      F  (35,45]     Single         Employee
## 1341    0     0      0       0      M  (45,55]    Married       Technician
## 1339    1     1      1       0      F  [15,25]     Single          Foreman
## 2877    0     0      0       0      F  [15,25]     Single         Employee
## 4169    1     1      0       0      F  (35,45]    Married       Management
## 1430    1     1      1       0      M  (25,35]     Single       Management
## 1840    0     0      0       0      F  (25,35]    Married         Employee
## 2268    0     0      0       0      M  [15,25]     Single  Manual labourer
## 5131    0     1      0       0      F  (65,75]    Widower         Employee
## 1019    0     0      0       0      M  [15,25]     Single Unskilled worker
## 6443    0     0      0       0      F  (55,65]    Widower         Employee
## 1257    0     0      1       1      F  (45,55]    Married         Employee
## 6019    0     0      0       0      F  [15,25]     Single         Employee
## 2517    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5913    0     0      0       0      M  (35,45]    Married       Technician
## 5870    0     1      0       0      F  (55,65]    Married         Employee
## 5378    1     1      1       0      F  (35,45]     Single       Technician
## 2840    1     1      1       0      F  (45,55]    Married       Management
## 818     0     0      0       0      M  (25,35]     Single          Foreman
## 5985    0     0      0       0      F  (65,75]    Married         Employee
## 2629    0     0      0       0      F  (35,45]     Single         Employee
## 5159    1     0      1       0      F  (55,65]   Divorcee         Employee
## 4305    0     1      0       1      F  (45,55]    Married         Employee
## 942     0     0      0       0      F  (35,45]    Married Unskilled worker
## 1227    0     0      0       0      F  (65,75]    Married         Employee
## 3266    0     0      0       0      F  (75,85]    Married         Employee
## 283     1     1      0       0      F  (35,45]   Divorcee         Employee
## 4281    0     0      0       0      M  (35,45]    Married          Foreman
## 3340    1     1      1       1      M  (35,45]    Married       Technician
## 3642    0     0      0       0      F  (75,85]    Married         Employee
## 1387    0     0      0       0      F  (25,35]     Single         Employee
## 744     0     0      0       0      M  (45,55]    Married          Foreman
## 2318    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2383    0     0      0       0      F  (35,45]    Widower Unskilled worker
## 5715    0     0      0       0      M  (45,55]  Remarried         Employee
## 6152    1     1      0       0      F  (25,35]     Single       Management
## 2642    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 723     0     0      0       0      M  (45,55]    Married  Manual labourer
## 3551    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2727    1     0      0       0      M  [15,25]     Single       Technician
## 4738    0     0      0       0      M  (45,55]  Remarried Unskilled worker
## 2903    0     0      0       0      F  [15,25]     Single         Employee
## 6175    0     0      0       0      M  (75,85]    Married  Manual labourer
## 5272    1     1      0       0      F  (35,45]    Married          Foreman
## 2472    0     0      0       0      F  (65,75]    Married          Foreman
## 5581    0     1      0       1      F  (45,55]    Married          Foreman
## 3007    0     0      1       0      M  [15,25]     Single Unskilled worker
## 5565    0     0      0       0      F  (55,65]   Divorcee       Management
## 4914    0     0      0       1      M  (45,55]    Married       Technician
## 3068    0     1      0       0      F  (65,75]    Widower  Manual labourer
## 3895    0     0      0       0      F  (45,55]    Married         Employee
## 5206    1     0      1       0      F  (45,55]    Married          Foreman
## 26      1     1      0       0      M  (25,35]     Single       Management
## 5718    0     0      0       0      F  (45,55]    Married  Manual labourer
## 2462    0     0      0       0      M  (35,45]    Married          Foreman
## 961     0     0      0       0      M  (35,45]    Married         Employee
## 2891    0     1      1       0      F  (35,45]     Single         Employee
## 3709    0     0      0       0      F  (45,55]   Divorcee          Foreman
## 4829    1     0      0       0      M  (35,45]     Single         Employee
## 4504    1     1      0       0      M  (55,65]    Married          Foreman
## 6559    0     0      1       0      M  (55,65]    Married          Foreman
## 5958    0     0      0       0      F  (35,45]    Married         Employee
## 5013    0     0      0       1      F  (65,75]    Widower         Employee
## 21      1     1      0       1      M  (35,45]     Single       Management
## 1129    1     1      1       0      F  (55,65]    Married         Employee
## 4895    1     1      1       0      F  (35,45]     Single            Other
## 2198    0     0      0       0      F  (35,45]    Married         Employee
## 356     0     0      0       0      F  [15,25]     Single         Employee
## 3665    1     1      0       0      M  (35,45]    Married         Employee
## 4314    0     0      0       0      F  (35,45]    Married         Employee
## 6460    1     1      1       0      F  (55,65]    Married          Foreman
## 5700    0     0      1       0      M  (25,35]    Married            Other
## 3153    0     0      0       0      F  [15,25]    Married Unskilled worker
## 2108    1     1      0       0      F  (45,55]    Married       Management
## 5517    1     1      0       0      M  (45,55]     Single          Foreman
## 315     1     1      0       0      M  [15,25]     Single       Management
## 6359    0     1      0       0      M  (45,55]  Remarried       Technician
## 5419    0     1      1       0      F  (25,35]     Single       Management
## 1378    1     0      0       1      M  (35,45]    Married         Employee
## 3125    0     1      0       0      M  (45,55]    Married Unskilled worker
## 1282    0     0      0       0      M  (45,55]    Married         Employee
## 3608    0     0      0       0      F  (25,35]    Married          Foreman
## 3246    0     1      0       1      F  (25,35]    Married          Foreman
## 683     0     0      0       0      M  (45,55]    Married  Manual labourer
## 3664    1     1      1       0      F  (65,75]    Widower         Employee
## 5772    0     0      0       1      M  (25,35]     Single Unskilled worker
## 5660    0     0      0       0      M  (75,85]    Married       Management
## 2234    0     0      0       0      M  (45,55]    Married       Management
## 4925    0     0      0       0      F  (35,45]    Married         Employee
## 519     0     0      0       0      M (85,100]    Married       Management
## 5935    0     0      1       0      F  (35,45]     Single         Employee
## 6833    0     0      0       0      M  (75,85]    Married  Manual labourer
## 4521    1     1      1       1      F  [15,25]     Single         Employee
## 1560    0     0      0       0      F  (75,85]    Married          Foreman
## 2412    1     1      1       0      F  (25,35]  Remarried         Employee
## 5389    1     1      1       0      F  [15,25]     Single         Employee
## 3084    0     0      0       0      M  (35,45]    Married         Employee
## 3959    0     0      0       0      M  (45,55]     Single       Management
## 6513    0     1      1       1      F  (35,45]     Single         Employee
## 3160    1     0      0       0      F  (65,75]    Married Unskilled worker
## 3540    0     0      0       0      M  (45,55]   Divorcee         Employee
## 6829    0     0      0       0      F  (55,65]    Widower          Foreman
## 2232    0     0      0       0      F  (65,75]    Widower         Employee
## 3428    0     0      0       1      F  (55,65]  Remarried         Employee
## 3094    0     0      0       0      M  (25,35]     Single       Management
## 219     0     0      0       0      F  (65,75]    Widower         Employee
## 3101    0     0      0       0      F  (65,75]    Widower         Employee
## 5829    0     0      0       0      F  (25,35]     Single         Employee
## 3021    0     0      0       0      F  (65,75]    Widower         Employee
## 3555    0     0      0       0      F (85,100]    Widower         Employee
## 6742    0     0      1       0      F  (25,35]   Divorcee         Employee
## 5201    0     0      0       0      F  (45,55]   Divorcee         Employee
## 4238    0     0      0       0      M  (65,75]    Married         Employee
## 4482    0     1      0       0      M  (25,35]     Single  Manual labourer
## 2569    1     0      0       0      F  (35,45]    Married            Other
## 1867    1     0      0       0      M  (35,45]  Remarried       Management
## 4300    1     1      0       0      M  (35,45]   Divorcee         Employee
## 2387    0     0      0       0      M  (65,75]    Married       Management
## 6892    1     0      0       0      F  (55,65]    Married Unskilled worker
## 1514    0     1      0       0      F  (75,85]    Widower         Employee
## 2283    0     0      0       0      M  (45,55]   Divorcee       Technician
## 5144    0     0      0       0      F  (25,35]     Single Unskilled worker
## 122     0     1      0       0      M  (45,55]     Single       Management
## 5158    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 4761    0     0      0       0      M  (25,35]     Single       Management
## 2500    1     0      0       0      M  (25,35]     Single       Technician
## 1537    0     0      0       0      M  (45,55]    Married       Technician
## 1412    0     0      0       0      F  (25,35]   Divorcee         Employee
## 6147    1     1      1       1      F  (55,65]    Widower       Management
## 1256    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5851    0     1      0       0      M  (75,85]    Married       Management
## 5782    0     0      0       0      M  (45,55]   Divorcee       Technician
## 386     0     0      0       0      M  (55,65]  Remarried       Management
## 6481    1     0      1       0      M  (25,35]    Married       Management
## 1108    0     0      0       0      M  (75,85]    Married  Manual labourer
## 2573    1     0      0       0      M  (35,45]    Married       Management
## 4119    0     1      0       0      F  (35,45]    Married Unskilled worker
## 4386    1     1      0       0      F  (65,75]    Married         Employee
## 5502    1     0      0       0      F  (65,75]    Widower         Employee
## 1968    1     1      1       0      F  (25,35]     Single       Management
## 4251    1     0      0       0      F  (45,55]     Single         Employee
## 6041    0     0      0       0      F  (45,55]    Married  Manual labourer
## 1389    0     0      0       0      M  (45,55]     Single       Management
## 4559    0     0      0       1      M  (45,55]   Divorcee  Manual labourer
## 5730    1     1      0       0      F  (35,45]   Divorcee Unskilled worker
## 3920    0     0      0       0      F  (35,45]    Married Unskilled worker
## 2841    0     1      1       1      F  (35,45]    Married       Management
## 307     1     0      1       0      M  (65,75]    Married       Management
## 3464    0     0      1       0      M  (75,85]    Married          Foreman
## 5778    0     0      0       0      F  (65,75]    Married Unskilled worker
## 6003    0     1      0       0      F  (35,45]     Single       Management
## 1443    1     1      0       0      M  (55,65]    Married  Manual labourer
## 2746    1     0      0       0      M  (65,75]    Married  Manual labourer
## 407     0     0      0       0      M  (55,65]    Married  Manual labourer
## 5192    1     1      0       0      F  (25,35]     Single         Employee
## 1295    0     0      0       0      F  (25,35]    Married         Employee
## 6436    0     0      0       0      M  [15,25]     Single  Manual labourer
## 5908    1     1      0       0      F  (25,35]   Divorcee         Employee
## 1668    0     1      0       1      M  (25,35]    Married       Management
## 4841    0     0      0       0      M  (25,35]    Married          Foreman
## 1849    0     0      0       0      F  (65,75]    Married       Technician
## 4462    0     0      0       0      M  (25,35]     Single         Employee
## 3276    0     0      0       0      F  [15,25]     Single         Employee
## 4290    0     0      0       0      F  [15,25]     Single         Employee
## 4519    0     0      0       0      M  (75,85]    Widower  Manual labourer
## 2575    0     0      0       0      M  [15,25]     Single         Employee
## 3542    1     0      0       0      M  (35,45]    Married          Foreman
## 1754    0     1      0       0      M  (65,75]    Married          Foreman
## 1863    0     0      0       1      M  (65,75]    Married       Management
## 2112    0     0      0       0      M  (25,35]    Married  Manual labourer
## 6662    1     0      1       0      M  (35,45]     Single       Management
## 690     0     0      0       0      M  (45,55]    Married       Technician
## 6843    0     0      0       0      F  (75,85]    Widower         Employee
## 1830    0     0      0       0      M  (25,35]    Married         Employee
## 2127    1     0      0       0      M  [15,25]     Single  Manual labourer
## 2207    0     0      0       0      M  (35,45]    Widower  Manual labourer
## 5663    0     0      0       0      M  (65,75]    Married         Employee
## 1886    0     0      0       0      M  (35,45]     Single       Management
## 6715    0     0      0       0      F  (55,65]   Divorcee  Manual labourer
## 3537    0     0      0       0      F  (45,55]    Married       Technician
## 5047    0     0      1       1      F  (35,45]     Single         Employee
## 2040    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 6810    1     1      1       0      F  (55,65]    Married       Management
## 3676    1     0      0       0      M  (35,45]     Single       Management
## 311     1     0      0       0      M  (25,35]     Single       Technician
## 3701    0     1      0       0      F  (45,55]    Married       Management
## 310     0     0      0       0      F  [15,25]    Married         Employee
## 3046    0     0      0       0      F  (65,75]    Widower         Employee
## 6593    0     0      0       0      F  (75,85]    Married          Foreman
## 4824    1     1      0       0      F  (45,55]    Married          Foreman
## 4309    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4631    1     0      0       1      F  (35,45]   Divorcee  Manual labourer
## 2041    1     1      1       0      F  (35,45]    Married         Employee
## 4052    1     1      0       0      M  (45,55]    Married       Management
## 395     0     0      0       0      M  (55,65]    Married Unskilled worker
## 1471    0     0      0       0      M  (75,85]    Married       Technician
## 5179    0     1      0       1      F  (45,55]    Widower Unskilled worker
## 3749    1     0      0       0      F  (25,35]    Married         Employee
## 5897    0     1      1       0      F  (25,35]     Single            Other
## 3079    0     1      0       0      M  (55,65]    Married       Technician
## 3263    0     0      0       0      F  [15,25]    Married Unskilled worker
## 574     1     0      1       0      F  (25,35]    Married  Manual labourer
## 4896    0     0      0       0      F  (35,45]  Remarried         Employee
## 6885    0     0      0       0      M  (25,35]    Married  Manual labourer
## 3843    1     1      0       0      M  [15,25]     Single         Employee
## 1566    1     1      0       0      M  (25,35]   Divorcee       Technician
## 3804    0     1      0       0      F  (45,55]  Remarried         Employee
## 4966    0     0      0       0      F  (75,85]    Married       Management
## 2637    0     0      0       1      M  (45,55]    Married  Manual labourer
## 6360    1     0      0       0      M  (45,55]    Married         Employee
## 2467    0     0      0       0      F  (45,55]  Remarried         Employee
## 6390    0     0      0       0      F  (65,75]    Widower         Employee
## 3136    0     1      1       0      M  (35,45]    Married         Employee
## 1811    0     0      0       0      F  [15,25]     Single         Employee
## 4012    0     0      0       0      M  (65,75]    Widower Unskilled worker
## 856     0     1      0       1      M  (45,55]    Married          Foreman
## 5925    1     0      0       0      F  (45,55]    Married         Employee
## 6423    0     1      1       0      M  (75,85]    Married       Management
## 5264    1     1      0       0      F  (25,35]     Single  Manual labourer
## 6067    1     1      0       0      M  (25,35]     Single          Foreman
## 1974    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3342    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5365    0     0      0       0      F  (55,65]    Widower         Employee
## 6458    1     0      0       0      F  (55,65]   Divorcee         Employee
## 816     0     0      0       0      F  (55,65]    Married         Employee
## 790     0     0      0       0      M  (45,55]    Married Unskilled worker
## 1578    0     0      0       0      F  (35,45]   Divorcee          Foreman
## 5899    0     0      0       0      F  (45,55]    Widower         Employee
## 6267    0     0      0       0      F  (65,75]    Married         Employee
## 6902    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 1188    0     0      0       0      F  (45,55]    Widower         Employee
## 1371    1     1      0       0      M  (55,65]  Remarried       Management
## 5190    0     0      0       0      F  (45,55]    Married         Employee
## 3905    0     0      0       0      M  (35,45]     Single  Manual labourer
## 2053    0     0      0       0      F  (55,65]    Married Unskilled worker
## 4344    0     1      0       0      F  (55,65]    Married         Employee
## 4541    0     0      1       0      F  (45,55]    Married  Manual labourer
## 804     1     1      0       0      M  (55,65]    Married  Manual labourer
## 1636    0     1      0       0      F  (45,55]    Married         Employee
## 1290    0     0      0       0      F  (45,55]  Remarried         Employee
## 1494    1     1      0       0      F  (65,75]    Widower         Employee
## 4144    1     1      1       0      F  (55,65]    Married          Foreman
## 4337    1     0      0       0      F  (25,35]     Single          Foreman
## 5184    0     0      0       0      F  (35,45]   Divorcee            Other
## 1434    0     0      0       0      F  (35,45]    Married         Employee
## 5498    1     1      1       0      F  (45,55]  Remarried         Employee
## 1832    1     0      1       0      F  [15,25]    Married         Employee
## 903     0     0      0       0      M  (45,55]     Single       Technician
## 2395    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1736    0     0      0       0      M  (25,35]     Single       Technician
## 1662    1     1      1       0      F  (65,75]     Single         Employee
## 3397    0     0      0       0      M  (25,35]    Married       Technician
## 2125    0     1      0       0      F  (45,55]    Married         Employee
## 1799    0     0      0       0      M (85,100]    Married          Foreman
## 5548    0     0      0       0      M  (35,45]    Married          Foreman
## 1936    0     0      0       0      F  (55,65]    Married         Employee
## 3229    1     1      1       0      M  (25,35]     Single       Management
## 1333    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2871    1     0      0       0      M  [15,25]     Single         Employee
## 6008    0     1      0       0      F  (35,45]    Married       Technician
## 6382    1     0      0       0      F  (35,45]    Married          Foreman
## 2036    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 4917    0     1      0       0      F  (35,45]     Single         Employee
## 1523    1     1      1       0      M  (25,35]     Single       Technician
## 1185    0     0      0       0      F  (35,45]    Married         Employee
## 6171    0     0      0       0      F  (55,65]    Married         Employee
## 6661    0     0      0       0      F  [15,25]     Single         Employee
## 3931    0     0      0       0      F  (75,85]    Widower          Foreman
## 4414    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5256    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4930    0     0      0       0      M  (35,45]     Single Unskilled worker
## 5058    0     0      0       0      F  [15,25]     Single         Employee
## 6107    0     0      0       0      F  (25,35]    Married         Employee
## 230     0     0      0       0      F  (65,75]     Single          Foreman
## 1548    1     1      0       0      M  (25,35]     Single          Foreman
## 1044    1     1      0       1      F  (25,35]    Married       Management
## 522     0     0      0       0      F  (65,75]    Married       Management
## 599     0     0      0       0      M  (35,45]    Married  Manual labourer
## 3628    1     1      0       0      F  (45,55]    Married          Foreman
## 527     0     0      0       0      M  (55,65]    Married       Technician
## 486     0     1      0       0      M  (45,55]  Remarried       Management
## 650     0     0      0       0      F  (55,65]    Married  Manual labourer
## 3853    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1454    1     1      1       0      F  (45,55]    Married         Employee
## 5091    0     0      0       1      F  (45,55]    Married         Employee
## 3302    0     0      0       0      M  (65,75]    Married Unskilled worker
## 4872    0     0      0       0      F  (65,75]    Widower       Management
## 877     0     0      0       0      F  (55,65]   Divorcee         Employee
## 6060    1     1      0       0      F  (35,45]    Married          Foreman
## 6031    0     0      1       1      F  (45,55]  Remarried         Employee
## 1027    0     0      0       1      F  (45,55]    Married         Employee
## 5203    1     1      1       0      F  (35,45]    Married            Other
## 3184    0     0      0       0      F  (35,45]    Married  Manual labourer
## 3470    0     0      0       0      F  (65,75]    Widower         Employee
## 1012    1     1      0       0      M  (55,65]     Single  Manual labourer
## 1358    1     0      0       0      M  (45,55]  Remarried  Manual labourer
## 6081    0     0      0       0      M  (75,85]    Married Unskilled worker
## 2924    0     0      0       0      F  (75,85]    Married         Employee
## 6817    0     0      0       0      F  (55,65]    Married Unskilled worker
## 6313    1     1      1       0      F  (45,55]   Divorcee       Technician
## 5541    0     1      0       0      M  (65,75]    Married       Management
## 5010    0     0      0       0      F  (45,55]    Married         Employee
## 865     1     0      0       0      M  (55,65]    Married  Manual labourer
## 1268    0     1      0       0      M  (35,45]    Married  Manual labourer
## 5795    0     1      0       0      M  (45,55]     Single         Employee
## 2309    0     0      0       0      M  (25,35]     Single  Manual labourer
## 428     0     0      0       0      M  (65,75]    Married         Employee
## 2992    1     1      0       0      M  (35,45]    Married  Manual labourer
## 1103    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4471    0     1      0       0      M  (35,45]    Married         Employee
## 1401    0     0      0       0      M  (25,35]    Married  Manual labourer
## 4597    0     0      0       1      F  (45,55]    Married         Employee
## 2341    0     0      0       0      F  (65,75]    Married Unskilled worker
## 745     0     0      0       1      M  (65,75]    Married  Manual labourer
## 5537    1     1      1       0      F  (35,45]     Single         Employee
## 1672    0     0      0       0      M  (25,35]     Single Unskilled worker
## 5293    0     1      0       0      M  (25,35]    Married          Foreman
## 979     0     0      0       0      F  (45,55]    Married Unskilled worker
## 532     0     0      0       1      F  (35,45]    Married         Employee
## 5395    0     0      0       0      F  [15,25]     Single Unskilled worker
## 6114    0     0      0       0      F  (45,55]    Married         Employee
## 1966    0     1      0       0      F  (45,55]    Widower         Employee
## 3332    0     0      1       0      M  (55,65]    Married  Manual labourer
## 5321    0     0      0       0      F  (25,35]    Married Unskilled worker
## 3979    0     1      0       0      M  (35,45]     Single Unskilled worker
## 658     1     1      0       0      M  (55,65]    Married         Employee
## 6294    0     0      0       0      M  (35,45]     Single  Manual labourer
## 4333    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 1034    0     0      0       0      M  [15,25]     Single  Manual labourer
## 6433    0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 4941    0     1      0       0      M  (65,75]    Married       Management
## 1837    0     0      1       0      F  (35,45]     Single         Employee
## 4301    0     1      0       0      F  (55,65]    Married       Management
## 3981    0     1      0       0      F  (45,55]    Married          Foreman
## 5229    1     1      0       0      M  (35,45]    Married       Technician
## 1312    0     0      0       0      F  (45,55]   Divorcee       Management
## 6450    1     1      0       0      F  (35,45]     Single       Management
## 1197    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2460    0     0      0       0      M  (65,75]    Married Unskilled worker
## 6639    1     1      0       0      M  (35,45]    Married            Other
## 4926    1     0      0       0      M  (75,85]    Married       Management
## 4489    0     0      0       0      F  (25,35]   Divorcee         Employee
## 4770    1     1      0       0      M  (35,45]    Married       Technician
## 5132    1     1      0       0      M  (45,55]   Divorcee       Management
## 6563    0     0      0       0      M  (25,35]     Single       Management
## 3002    0     0      1       0      M  (45,55]  Remarried  Manual labourer
## 2329    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 5151    0     1      0       0      M  (55,65]    Married  Manual labourer
## 2719    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5647    0     0      0       0      F  (45,55]     Single         Employee
## 2613    1     0      0       0      F  (35,45]    Married         Employee
## 5653    1     1      0       0      F  (35,45]    Married         Employee
## 5254    0     0      0       0      F  (45,55]    Married Unskilled worker
## 110     0     1      0       0      F  (55,65]    Married       Management
## 5867    1     0      0       0      F  (25,35]     Single       Management
## 5039    0     0      0       0      F  (55,65]    Widower         Employee
## 4701    0     0      0       0      M  (55,65]    Widower          Foreman
## 1397    0     0      0       0      M  (45,55]    Married         Employee
## 5667    0     1      1       0      F  (45,55]     Single       Management
## 3091    1     1      1       0      F  (25,35]     Single            Other
## 6725    0     0      0       0      M  (35,45]     Single Unskilled worker
## 3204    0     0      0       0      F  (25,35]    Married          Foreman
## 127     0     0      0       0      M  (45,55]     Single       Management
## 1731    0     0      0       1      F  (55,65]    Widower            Other
## 3077    0     0      0       0      F  (35,45]    Married         Employee
## 3237    0     0      0       0      M  (45,55]    Married         Employee
## 4593    1     1      1       0      F  (45,55]    Married          Foreman
## 2756    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3678    0     0      0       0      M  (35,45]     Single Unskilled worker
## 4253    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3179    0     0      0       0      F  [15,25]     Single         Employee
## 6813    1     0      0       0      M  (75,85]     Single            Other
## 5836    0     0      0       0      M  (25,35]     Single         Employee
## 2723    0     0      0       0      M  (65,75]    Widower       Management
## 2144    0     0      0       0      F  (65,75]    Widower         Employee
## 1725    0     1      0       0      M  (35,45]     Single          Foreman
## 1505    0     1      1       0      F  [15,25]     Single          Foreman
## 2532    1     1      0       0      M  (45,55]    Married       Management
## 2107    0     1      0       0      F  (55,65]    Married       Management
## 3120    0     0      0       0      F  (55,65]    Married  Manual labourer
## 458     0     0      0       0      F  (25,35]     Single Unskilled worker
## 6211    0     0      0       0      F  (55,65]    Married         Employee
## 5011    1     0      1       0      F  (35,45]    Married         Employee
## 1637    1     1      1       0      F  (45,55]    Married       Management
## 4209    1     1      0       0      F  (25,35]    Married       Management
## 152     1     0      0       0      M  (35,45]     Single       Management
## 6206    1     1      1       1      F  (25,35]     Single       Management
## 4149    0     1      0       0      M  (45,55]   Divorcee  Manual labourer
## 2507    0     0      0       0      F  (25,35]    Married         Employee
## 4717    0     1      0       0      M  (25,35]    Married  Manual labourer
## 5175    0     1      0       0      M  (45,55]    Married       Technician
## 6898    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 1616    0     0      0       0      F  (35,45]    Married  Manual labourer
## 2674    0     0      0       0      F  (25,35]    Married         Employee
## 3398    0     1      0       0      M  (35,45]    Married  Manual labourer
## 6112    0     0      0       0      F  (45,55]   Divorcee         Employee
## 349     0     0      0       0      F  (35,45]    Married         Employee
## 5077    0     0      0       1      F  (65,75]    Married  Manual labourer
## 5245    0     0      1       0      M  (25,35]     Single       Technician
## 5512    0     0      0       0      F  (35,45]    Married         Employee
## 3998    1     1      1       0      M  (55,65]     Single       Management
## 3938    0     0      0       0      F  (75,85]   Divorcee       Management
## 876     0     0      0       0      F  (25,35]     Single Unskilled worker
## 836     1     1      0       0      F  (45,55]     Single          Foreman
## 1307    0     0      0       0      F  (25,35]     Single         Employee
## 1189    0     0      0       0      F  (75,85]    Widower         Employee
## 5662    1     0      0       0      F  (55,65]    Married         Employee
## 1728    0     0      0       1      M  (35,45]    Married Unskilled worker
## 6541    1     1      0       0      M  (25,35]     Single         Employee
## 5930    0     0      0       0      F (85,100]    Widower          Foreman
## 4022    1     0      0       0      F  (55,65]     Single          Foreman
## 6483    0     0      0       0      M  [15,25]     Single Unskilled worker
## 3304    1     1      0       0      F  [15,25]     Single         Employee
## 2802    1     0      0       0      M  (45,55]   Divorcee         Employee
## 3969    0     0      0       0      F  (75,85]    Married         Employee
## 2793    0     0      0       0      M  (55,65]  Remarried          Foreman
## 4424    0     0      0       0      F  (65,75]   Divorcee         Employee
## 1366    1     1      0       0      M  (35,45]    Married       Management
## 6758    0     0      0       0      F  (65,75]     Single          Foreman
## 2822    0     0      1       0      M  (55,65]    Married          Foreman
## 3784    1     1      0       0      F  (45,55]   Divorcee         Employee
## 4126    0     0      0       0      M  [15,25]     Single  Manual labourer
## 6393    1     1      0       0      F  (65,75]    Widower          Foreman
## 5676    1     1      0       0      F  (25,35]    Married         Employee
## 1661    0     1      0       0      F  (55,65]    Married         Employee
## 695     1     0      0       0      M  (45,55]  Remarried  Manual labourer
## 4581    0     0      0       1      F  (25,35]  Remarried         Employee
## 3130    0     0      1       0      M  (45,55]    Married Unskilled worker
## 1420    0     0      0       0      M  (65,75]    Married       Management
## 5493    1     0      0       0      M  (45,55]  Remarried          Foreman
## 2476    0     0      0       0      M  (35,45]    Married       Management
## 2373    0     0      1       1      F  (35,45]    Married         Employee
## 302     0     0      0       0      F  (45,55]    Married         Employee
## 1493    0     0      0       0      F  (45,55]  Remarried         Employee
## 6156    0     0      1       0      F  (25,35]    Married          Foreman
## 4232    0     0      0       0      F  (55,65]    Married         Employee
## 2408    0     0      0       0      F  (45,55]   Divorcee         Employee
## 2866    0     0      0       1      M  (55,65]    Widower          Foreman
## 4017    0     0      0       0      F  (65,75]    Widower         Employee
## 1338    0     0      0       0      F  (45,55]    Married         Employee
## 5729    0     1      0       0      M  (25,35]    Married  Manual labourer
## 3657    0     0      0       0      F  [15,25]     Single         Employee
## 2998    0     0      1       0      F  (25,35]     Single Unskilled worker
## 5723    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1650    0     1      1       0      F  (55,65]    Widower         Employee
## 3129    0     0      0       0      F  (45,55]    Married         Employee
## 4812    1     1      0       0      F  (35,45]   Divorcee         Employee
## 1217    0     0      0       1      M  (55,65]    Married  Manual labourer
## 6478    1     0      0       0      M  (55,65]    Married       Management
## 2379    1     1      0       0      M  [15,25]     Single       Technician
## 982     0     0      1       0      F  (35,45]     Single Unskilled worker
## 6157    0     0      0       0      M  (35,45]    Married          Foreman
## 1415    0     0      0       0      F  (45,55]    Married         Employee
## 6273    1     0      0       0      M  (25,35]    Married         Employee
## 2805    0     0      0       0      F  (45,55]    Married         Employee
## 2       0     1      0       0      F  (25,35]  Remarried       Management
## 6896    0     0      0       0      F  (45,55]  Remarried         Employee
## 4898    0     1      1       0      F  (35,45]    Married         Employee
## 6255    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5624    0     0      0       0      M  (55,65]    Married       Management
## 1681    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 3382    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3941    0     1      0       0      M  (55,65]    Married  Manual labourer
## 3472    0     0      0       0      M  (45,55]    Married       Technician
## 5582    0     0      0       0      M  (65,75]    Married          Foreman
## 1440    0     1      0       0      F  (45,55]    Married         Employee
## 4968    1     1      1       0      F  (35,45]    Married       Management
## 2422    0     0      0       0      M  (55,65]    Married Unskilled worker
## 5204    0     1      0       0      F  (35,45]    Married       Management
## 4431    0     0      0       0      F  (45,55]    Married         Employee
## 6556    0     1      0       0      M  (35,45]    Married       Management
## 6143    0     1      0       1      F  (55,65]    Married         Employee
## 6612    1     0      0       0      M  (55,65]    Married       Management
## 2961    0     1      1       0      F  (45,55]    Married         Employee
## 422     0     0      0       1      M  (35,45]     Single Unskilled worker
## 6295    0     1      0       0      F  (55,65]    Married  Manual labourer
## 5497    1     1      0       0      M  (35,45]  Remarried Unskilled worker
## 3744    1     1      0       0      M  (45,55]   Divorcee         Employee
## 5979    1     1      0       0      F  (45,55]     Single         Employee
## 3847    0     0      0       0      M  (55,65]    Married Unskilled worker
## 6517    0     1      0       0      M  (65,75]    Married       Management
## 3364    1     1      1       0      F  (25,35]    Married         Employee
## 926     0     0      0       0      M  (65,75]    Widower Unskilled worker
## 3502    0     0      0       0      F  (45,55]    Married  Manual labourer
## 4795    1     1      0       0      F  (45,55]     Single       Management
## 1314    0     0      0       0      F  [15,25]     Single         Employee
## 3621    1     0      1       0      M  (35,45]    Married       Management
## 6305    0     1      0       0      F  (35,45]   Divorcee         Employee
## 1580    0     0      1       0      M  (65,75]    Married Unskilled worker
## 1511    1     1      0       0      M  (25,35]     Single       Technician
## 3102    0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 4629    0     0      1       0      M  (25,35]    Married         Employee
## 2294    0     0      0       0      F  (65,75]    Widower         Employee
## 204     1     1      0       0      F  (35,45]   Divorcee          Foreman
## 2174    0     1      0       0      M  (45,55]   Divorcee       Management
## 2260    1     0      0       0      F  (45,55]    Married Unskilled worker
## 1080    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 6219    1     1      0       0      M  [15,25]     Single         Employee
## 6282    1     1      1       0      F  (25,35]     Single         Employee
## 3984    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6253    0     0      0       0      M  (75,85]    Married Unskilled worker
## 2032    0     0      0       0      F  [15,25]     Single         Employee
## 1191    0     0      0       1      F  (65,75]    Married         Employee
## 3040    1     1      0       0      F  (35,45]     Single         Employee
## 938     0     0      0       0      M  (75,85]     Single Unskilled worker
## 4484    1     1      0       0      F (85,100]    Widower         Employee
## 3846    0     1      1       0      F  (35,45]   Divorcee         Employee
## 538     0     0      0       0      F (85,100]    Widower  Manual labourer
## 4726    1     1      1       0      F  (45,55]  Remarried         Employee
## 6595    0     1      0       1      M  (55,65]    Married       Management
## 330     1     1      1       1      M  (45,55]     Single       Management
## 6698    0     0      0       0      F  (45,55]     Single            Other
## 3278    1     1      1       0      M  (55,65]    Married       Management
## 3500    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 1720    0     0      0       0      F  (65,75]    Married         Employee
## 5558    0     0      0       0      F  (45,55]    Married         Employee
## 159     0     0      0       0      F  (25,35]    Married       Technician
## 105     1     1      0       0      F  (55,65]    Married          Foreman
## 6501    1     0      0       0      F  (35,45]     Single          Foreman
## 2038    0     0      0       0      F  [15,25]     Single            Other
## 5197    1     1      0       0      F  (45,55]    Married       Management
## 2109    0     1      0       0      M  (45,55]  Remarried       Management
## 3341    1     1      1       0      M  (35,45]   Divorcee          Foreman
## 4417    1     1      0       0      F  (55,65]  Remarried       Management
## 2156    0     1      0       0      M  (45,55]    Married       Management
## 415     0     0      0       0      M  (25,35]     Single Unskilled worker
## 6642    0     1      0       0      F  (25,35]     Single            Other
## 4320    1     0      0       0      M  (35,45]    Married  Manual labourer
## 5503    1     0      0       0      F  (55,65]   Divorcee         Employee
## 3807    0     0      0       0      F  (45,55]  Remarried         Employee
## 540     0     0      0       0      M  (25,35]    Married  Manual labourer
## 3848    0     0      0       0      F  (55,65]    Married            Other
## 2048    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5325    1     1      0       0      F  (35,45]    Widower          Foreman
## 6411    1     0      0       0      F  (55,65]    Married  Manual labourer
## 5096    1     1      0       1      F  (55,65]    Widower         Employee
## 5969    1     1      0       0      M  (25,35]    Married          Foreman
## 5385    0     0      1       0      F  (25,35]    Married       Management
## 3275    0     0      0       0      F  (45,55]    Married         Employee
## 848     0     1      0       0      M  (45,55]    Married            Other
## 2522    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 5757    0     1      1       0      M  (45,55]    Married          Foreman
## 6262    0     1      1       0      F  (35,45]    Married         Employee
## 4008    0     0      0       1      M  [15,25]     Single            Other
## 5578    0     0      0       0      F  (35,45]   Divorcee         Employee
## 572     1     1      0       1      M  (45,55]    Married          Foreman
## 5846    0     0      0       0      M  (35,45]     Single Unskilled worker
## 898     0     0      0       0      F  (25,35]     Single         Employee
## 2332    0     0      0       0      M  (25,35]    Married       Management
## 500     1     1      1       0      M  (35,45]   Divorcee          Foreman
## 4776    0     0      0       0      F  (45,55]    Married         Employee
## 2864    0     0      0       1      F  (25,35]     Single  Manual labourer
## 2122    1     1      0       0      F  (25,35]    Married         Employee
## 6       1     0      1       0      F  (35,45]     Single       Management
## 3824    0     0      0       1      F  (25,35]     Single  Manual labourer
## 4669    0     0      0       0      M  (45,55]     Single Unskilled worker
## 4996    0     0      0       0      M  (75,85]    Widower       Management
## 615     0     0      0       0      F  (35,45]   Divorcee         Employee
## 5681    0     0      0       0      M  (45,55]  Remarried         Employee
## 1586    1     0      1       0      F  (45,55]    Married       Technician
## 5349    0     0      1       0      M  (45,55]    Married  Manual labourer
## 1850    1     1      1       0      M  (25,35]     Single Unskilled worker
## 46      1     0      1       0      F  (35,45]    Married       Management
## 5939    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 3635    0     0      0       0      F  (65,75]    Married  Manual labourer
## 1976    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4671    0     0      1       0      M  (25,35]     Single         Employee
## 1686    0     1      0       0      M  (45,55]    Married       Management
## 2225    0     0      0       0      M  (45,55]     Single  Manual labourer
## 3323    1     1      1       0      F  (45,55]    Married       Technician
## 3168    0     0      1       0      F  (25,35]    Married  Manual labourer
## 6431    1     0      0       0      F  (75,85]   Divorcee         Employee
## 3989    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 6378    0     0      0       0      M  (35,45]    Married       Technician
## 1825    0     0      0       0      F  [15,25]    Married Unskilled worker
## 5738    0     0      0       0      F  (35,45]    Married         Employee
## 2263    0     0      0       0      F  (25,35]     Single         Employee
## 5391    1     0      0       0      F  (55,65]   Divorcee         Employee
## 5906    0     1      0       0      F  (45,55]     Single       Management
## 4402    1     1      0       0      F  (25,35]     Single            Other
## 2413    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4194    0     0      0       0      M  (35,45]    Married         Employee
## 451     0     0      0       0      F  (55,65]    Widower  Manual labourer
## 348     0     0      0       0      M  (25,35]    Married  Manual labourer
## 6750    0     0      0       0      M  (45,55]     Single  Manual labourer
## 4112    1     1      0       0      F  [15,25]     Single          Foreman
## 4856    0     1      1       0      M  (25,35]    Married       Technician
## 5773    1     1      0       0      M  (75,85]    Married          Foreman
## 1049    0     0      0       0      F  (55,65]    Married Unskilled worker
## 5217    0     0      0       0      F  (45,55]    Married         Employee
## 2949    0     0      0       0      M  (25,35]     Single       Management
## 4010    0     0      0       1      F  (45,55]    Married         Employee
## 6337    1     1      1       0      M  (45,55]  Remarried       Technician
## 5       0     0      0       0      M  (35,45]    Married         Employee
## 3053    1     0      0       0      M  (45,55]    Married         Employee
## 294     1     1      1       1      F  (35,45]     Single         Employee
## 5068    0     0      0       0      F  (55,65]    Widower         Employee
## 986     0     0      0       0      F  (35,45]   Divorcee       Management
## 2274    1     0      0       0      F  (65,75]    Widower Unskilled worker
## 3619    1     1      1       0      M  (45,55]    Married  Manual labourer
## 2113    0     0      0       0      M  (55,65]    Married          Foreman
## 6855    1     1      1       0      F  (45,55]    Widower         Employee
## 3368    1     0      0       0      M  (35,45]    Married       Management
## 3473    0     1      0       1      M  (55,65]    Married         Employee
## 360     1     1      0       0      F  (45,55]     Single       Management
## 570     0     0      0       0      F  (35,45]    Married         Employee
## 5923    0     1      0       0      F  (65,75]    Widower  Manual labourer
## 3785    1     1      0       0      F  (55,65]    Married       Management
## 286     1     0      1       0      F  (25,35]     Single         Employee
## 6495    0     0      1       0      M  (75,85]  Remarried       Management
## 2401    0     0      0       0      M  (35,45]    Married         Employee
## 4044    0     1      0       0      M  (35,45]     Single  Manual labourer
## 5345    1     1      1       1      F  (55,65]    Married         Employee
## 3349    1     1      0       0      F  (25,35]    Married         Employee
## 5424    0     0      0       0      F  (25,35]    Married         Employee
## 5454    1     0      1       0      M  (25,35]     Single  Manual labourer
## 6094    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4915    0     0      0       0      M  (65,75]     Single Unskilled worker
## 6227    1     1      0       0      F  (25,35]    Married            Other
## 4095    1     1      0       0      M  (35,45]    Married       Management
## 2886    0     0      0       0      M  (75,85]    Married          Foreman
## 507     0     0      0       0      F  (25,35]    Married       Management
## 2962    0     1      0       0      F  (55,65]    Married         Employee
## 107     1     1      0       0      F  (35,45]    Married       Management
## 4619    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6037    0     0      0       0      F  (55,65]    Married         Employee
## 4260    0     0      0       0      F  (45,55]   Divorcee       Technician
## 6800    1     1      0       0      F  (45,55]   Divorcee         Employee
## 4326    0     0      0       0      M  (45,55]    Married          Foreman
## 3230    0     0      0       0      F  (65,75]    Widower         Employee
## 4576    1     0      0       0      F  (55,65]    Widower         Employee
## 6030    1     1      0       0      M  (35,45]    Married       Technician
## 560     1     0      0       0      F  (55,65]    Widower            Other
## 1277    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 3376    0     0      0       1      F  (35,45]    Married         Employee
## 873     0     1      0       1      M  (35,45]    Married       Technician
## 6842    0     0      0       1      M  (75,85]    Married       Management
## 3022    1     1      0       0      M  (25,35]     Single  Manual labourer
## 3565    0     1      0       1      M  [15,25]     Single         Employee
## 481     0     0      0       1      F  (45,55]   Divorcee         Employee
## 4270    0     1      0       0      F  (65,75]    Widower       Management
## 1675    0     0      0       0      F  (35,45]    Married  Manual labourer
## 154     0     0      0       0      F  [15,25]     Single          Foreman
## 6865    1     1      0       0      F  (45,55]  Remarried       Management
## 509     0     1      1       1      M  [15,25]    Married         Employee
## 231     1     1      0       0      F  (35,45]     Single          Foreman
## 1967    0     0      0       0      M  (35,45]   Divorcee       Technician
## 5489    0     0      0       0      M  (55,65]    Married          Foreman
## 875     0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 6053    0     1      1       1      M  (45,55]    Married          Foreman
## 6656    1     1      0       0      M  (75,85]    Married       Management
## 4297    0     1      0       0      F  (65,75]    Married         Employee
## 969     1     0      0       0      M  (35,45]    Married  Manual labourer
## 971     1     0      0       0      F  (55,65]    Married       Management
## 3586    0     0      0       0      M  (25,35]    Married          Foreman
## 953     0     0      0       0      F  (45,55]    Married         Employee
## 3018    0     0      0       0      F  (35,45]    Married         Employee
## 1685    0     1      0       0      M  (55,65]    Married       Management
## 6009    0     0      0       0      F  (65,75]     Single         Employee
## 2131    1     0      0       1      F  (55,65]    Widower  Manual labourer
## 4416    1     1      1       0      F  (25,35]     Single          Foreman
## 227     1     1      0       0      F  (55,65]    Married       Management
## 5000    0     0      0       0      M  (65,75]    Widower          Foreman
## 3797    0     1      0       1      M  (25,35]    Married       Management
## 462     0     0      0       0      F  (45,55]    Married         Employee
## 1399    1     0      1       0      F  (35,45]    Married         Employee
## 2860    0     0      0       0      M  [15,25]     Single  Manual labourer
## 2599    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1176    0     1      0       0      F  (25,35]    Married         Employee
## 5814    0     0      0       0      M  [15,25]     Single  Manual labourer
## 2825    1     0      0       0      F  (65,75]    Widower Unskilled worker
## 2624    0     0      0       0      M  (55,65]    Widower          Foreman
## 5105    1     1      0       1      M  (65,75]  Remarried       Management
## 3019    0     0      0       0      M  (35,45]    Married       Technician
## 326     1     1      0       0      F  (65,75]    Widower          Foreman
## 1445    1     1      0       0      M  (45,55]    Married       Management
## 5877    0     0      0       0      M  (55,65]   Divorcee Unskilled worker
## 3647    1     1      1       0      M  [15,25]     Single            Other
## 5471    0     0      0       0      F  (35,45]    Married         Employee
## 5303    0     1      1       1      M  (35,45]    Married         Employee
## 1326    0     1      0       1      F  (55,65]    Married         Employee
## 2669    1     0      0       0      F  (25,35]     Single Unskilled worker
## 6592    0     0      0       0      F  (25,35]    Married  Manual labourer
## 2478    0     0      0       0      F  (35,45]    Married Unskilled worker
## 6453    0     0      0       0      F (85,100]    Widower  Manual labourer
## 1017    0     0      1       0      F  (45,55]   Divorcee         Employee
## 4184    0     0      0       0      F  (65,75]    Widower         Employee
## 5485    1     1      0       0      M  (35,45]     Single          Foreman
## 3312    0     1      0       0      F  (55,65]    Widower       Management
## 6784    0     1      0       0      F  (55,65]     Single         Employee
## 1031    0     0      0       0      F  (25,35]    Married         Employee
## 255     1     1      0       0      M  (35,45]    Married       Management
## 758     1     1      1       0      F  (45,55]    Married          Foreman
## 5288    0     0      0       0      F  (25,35]    Married         Employee
## 860     0     0      0       0      F  (55,65]    Married Unskilled worker
## 1773    1     1      1       0      F  (35,45]  Remarried       Management
## 624     1     1      1       0      M  (55,65]    Married       Management
## 4884    1     1      1       1      M  (45,55]     Single            Other
## 4510    0     1      0       1      F  (65,75]    Married       Management
## 2557    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4014    0     0      0       0      F  (35,45]    Married Unskilled worker
## 553     0     0      0       0      F  (35,45]     Single       Management
## 4393    0     0      1       0      M  (65,75]    Widower       Management
## 3121    0     0      0       0      M  (45,55]    Married  Manual labourer
## 492     1     0      0       0      M  (35,45]    Married  Manual labourer
## 4731    0     0      0       0      F  (25,35]    Married         Employee
## 1623    0     0      0       0      F  (35,45]   Divorcee         Employee
## 988     1     1      0       0      F  (65,75]    Married       Management
## 5153    0     0      0       0      F  (35,45]    Married         Employee
## 31      0     0      0       0      F (85,100]    Widower         Employee
## 6408    0     1      0       0      F  (25,35]     Single         Employee
## 3025    0     0      0       0      M  (35,45]    Married       Technician
## 4878    1     0      0       0      F  (55,65]    Widower         Employee
## 2292    0     0      1       1      F  (45,55]   Divorcee            Other
## 4382    1     1      1       0      F  (35,45]   Divorcee         Employee
## 5053    0     0      0       0      F  (45,55]    Married         Employee
## 2950    1     1      0       0      M  (25,35]    Married       Technician
## 1485    0     1      0       0      F  (25,35]     Single         Employee
## 5527    0     1      0       0      F  (35,45]    Married         Employee
## 1678    0     0      0       0      M  (65,75]    Married Unskilled worker
## 2046    0     1      0       0      M  (45,55]    Married  Manual labourer
## 610     1     1      1       0      F  (45,55]    Married       Management
## 258     1     1      1       0      F  (35,45]     Single       Technician
## 85      1     1      0       0      F  (55,65]    Married       Management
## 6355    0     0      1       1      M  (35,45]     Single         Employee
## 1918    1     0      0       0      M  (25,35]     Single  Manual labourer
## 429     0     0      0       0      M  (35,45]    Married         Employee
## 6454    0     1      0       0      M  (35,45]    Married       Management
## 5248    0     0      0       0      F  (55,65]    Married Unskilled worker
## 713     0     0      0       0      F  (45,55]    Married         Employee
## 6746    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6278    0     0      1       0      M  (45,55]   Divorcee         Employee
## 2662    0     0      0       0      M  (35,45]   Divorcee          Foreman
## 5025    0     0      0       0      M  (35,45]    Married            Other
## 5361    0     1      0       1      M  (55,65]   Divorcee       Management
## 3303    0     0      0       1      M  (25,35]  Remarried          Foreman
## 6194    0     0      0       0      M  (65,75]    Widower Unskilled worker
## 3631    1     1      0       0      F  (35,45]    Married  Manual labourer
## 6181    1     0      0       0      F  (45,55]   Divorcee         Employee
## 223     0     0      0       1      F  (45,55]    Married         Employee
## 4099    1     0      0       0      F  (35,45]   Divorcee         Employee
## 5571    0     0      0       0      F  (35,45]    Widower       Technician
## 3092    0     0      0       0      F  (45,55]    Widower         Employee
## 627     1     0      1       0      F  (35,45]    Married       Management
## 2396    1     0      1       1      F  (45,55]    Married         Employee
## 5739    0     0      0       0      F  (25,35]     Single         Employee
## 4306    0     0      0       1      M  (45,55]    Married         Employee
## 5337    0     0      0       0      F  [15,25]     Single         Employee
## 4004    0     0      0       0      M  (45,55]   Divorcee         Employee
## 6225    0     0      0       0      F  (55,65]    Married         Employee
## 6403    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4580    0     0      0       0      F  (65,75]   Divorcee       Technician
## 2884    0     0      0       0      F  (65,75]    Married Unskilled worker
## 930     0     0      0       0      M  (55,65]    Married         Employee
## 5099    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6564    0     1      1       1      F  (45,55]    Married       Management
## 6479    1     0      1       0      F  (75,85]    Widower         Employee
## 2545    0     1      0       0      F  (75,85]    Widower  Manual labourer
## 4892    0     0      1       0      F  (65,75]   Divorcee         Employee
## 2852    0     0      0       0      F  (45,55]   Divorcee            Other
## 2012    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 3506    1     1      0       1      F  (45,55]    Married         Employee
## 5352    1     0      0       0      F  (45,55]   Divorcee         Employee
## 4983    0     0      0       0      M  (45,55]   Divorcee          Foreman
## 2397    0     0      1       0      M  (45,55]    Married         Employee
## 782     0     0      0       1      F  (25,35]    Married         Employee
## 6506    0     0      0       0      M  (55,65]  Remarried         Employee
## 4991    0     0      0       0      F  (25,35]    Married          Foreman
## 1499    1     0      0       0      M  (55,65]    Married          Foreman
## 1289    0     1      1       1      M  (45,55]    Married       Management
## 4233    0     0      0       0      F  (45,55]    Married         Employee
## 2481    0     0      0       0      M  (45,55]  Remarried       Management
## 1303    0     1      0       0      M  (45,55]    Married  Manual labourer
## 2083    1     0      0       0      F  (45,55]   Divorcee       Technician
## 3999    1     0      0       0      F  [15,25]     Single         Employee
## 3477    0     1      0       0      M  (55,65]   Divorcee       Technician
## 4442    0     0      0       0      M  (35,45]     Single         Employee
## 303     0     0      0       0      F  [15,25]     Single         Employee
## 2513    0     0      0       0      M  (75,85]    Widower  Manual labourer
## 1878    0     0      0       0      M  (35,45]    Married         Employee
## 2028    0     1      0       0      M  (25,35]     Single       Management
## 1860    0     1      0       1      F  (55,65]    Married         Employee
## 3564    0     1      0       0      F  (45,55]    Married       Management
## 1899    1     0      0       0      F  (25,35]     Single         Employee
## 344     0     0      0       0      F  (35,45]     Single            Other
## 778     0     0      0       0      F  [15,25]     Single          Foreman
## 2276    1     0      0       0      F  (45,55]    Married       Technician
## 2327    0     1      1       0      M  (45,55]     Single       Management
## 524     1     1      0       0      F  (75,85]   Divorcee       Management
## 2676    1     1      0       0      F  (55,65]    Married Unskilled worker
## 1964    0     0      0       0      F  (55,65]    Married         Employee
## 2999    0     0      0       0      F  [15,25]    Married         Employee
## 341     0     0      1       0      M  (35,45]     Single          Foreman
## 1642    0     0      0       0      M  (35,45]    Married Unskilled worker
## 4084    0     0      0       0      M  (65,75]    Married Unskilled worker
## 3536    0     0      0       0      F  (25,35]    Married         Employee
## 3377    0     0      1       0      F  (25,35]    Married Unskilled worker
## 1200    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6352    1     1      1       1      F  (55,65]   Divorcee       Management
## 5588    0     0      0       0      M  (65,75]    Married          Foreman
## 3239    0     0      0       0      F  (35,45]    Married         Employee
## 3300    0     1      1       0      F (85,100]    Widower       Management
## 2049    0     0      0       1      M  (45,55]   Divorcee  Manual labourer
## 4185    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 3437    0     0      0       0      F  (45,55]    Married         Employee
## 6503    0     1      0       0      F  (35,45]    Married       Management
## 3363    0     0      0       0      F  (45,55]    Married         Employee
## 1640    0     0      0       1      M  (25,35]    Married          Foreman
## 1028    0     1      0       0      M  (45,55]    Married       Management
## 433     0     1      0       0      M  (55,65]    Married  Manual labourer
## 3773    0     0      0       0      M  (55,65]    Married Unskilled worker
## 4196    1     1      1       0      M  (65,75]    Married       Management
## 5405    1     0      0       0      F  [15,25]     Single          Foreman
## 4825    0     0      0       0      F  (45,55]     Single         Employee
## 514     1     1      0       1      F  (45,55]    Married         Employee
## 2215    0     0      0       0      M  (65,75]    Married       Technician
## 5374    1     1      0       0      M  (35,45]     Single       Technician
## 4816    0     0      0       1      M  (45,55]    Married       Technician
## 1988    0     0      0       0      F  (45,55]    Married         Employee
## 5460    1     0      0       0      F  (35,45]     Single         Employee
## 3814    0     1      0       0      M  (35,45]    Married  Manual labourer
## 4877    0     0      0       0      F  (65,75]    Married Unskilled worker
## 3017    1     0      0       0      F  (45,55]    Married         Employee
## 1266    1     0      0       0      F  (25,35]    Married         Employee
## 6263    0     0      1       0      F  (65,75]    Married  Manual labourer
## 77      1     1      1       0      F  (75,85]    Widower       Management
## 1463    1     1      1       1      F  (25,35]     Single         Employee
## 4376    0     1      0       0      M  (55,65]    Married         Employee
## 1883    0     0      0       0      M  (25,35]    Married       Management
## 4603    0     0      0       0      F  (45,55]    Widower         Employee
## 1413    0     0      0       0      M  (45,55]    Married          Foreman
## 3897    0     0      0       0      F  [15,25]     Single         Employee
## 5237    0     0      0       0      M  (25,35]     Single       Technician
## 5970    0     0      0       0      F  (45,55]    Married         Employee
## 1236    0     0      1       0      F  (65,75]    Widower         Employee
## 3198    0     1      0       0      F  (35,45]   Divorcee          Foreman
## 5224    0     0      0       0      F  [15,25]     Single         Employee
## 5513    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5747    0     0      0       1      M  (45,55]    Married          Foreman
## 4331    0     1      0       0      F  (25,35]    Married       Management
## 1355    0     0      0       0      M  (35,45]     Single       Management
## 1444    0     0      1       0      F  (45,55]    Married         Employee
## 3789    0     0      0       1      F  (45,55]    Married         Employee
## 1519    0     0      0       0      M  (65,75]   Divorcee Unskilled worker
## 3946    0     1      0       0      M  (75,85]    Married         Employee
## 5961    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5559    0     0      0       0      M  [15,25]     Single  Manual labourer
## 6169    0     0      0       0      F  [15,25]     Single         Employee
## 1075    0     0      0       0      F  (25,35]     Single         Employee
## 4214    1     1      1       0      F  (45,55]     Single         Employee
## 1549    1     0      0       1      F  [15,25]     Single       Management
## 1575    1     1      0       0      F  (35,45]     Single  Manual labourer
## 3457    0     0      0       0      M  (55,65]    Married         Employee
## 2973    0     0      0       0      F  (45,55]    Married         Employee
## 5275    0     0      1       0      F  (25,35]     Single         Employee
## 6188    0     0      0       0      M  (65,75]    Married Unskilled worker
## 2404    1     1      0       0      F  (35,45]    Married         Employee
## 1001    1     0      0       0      F  (55,65]    Married         Employee
## 2671    1     0      0       0      F  (35,45]    Married       Management
## 5219    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5283    0     0      0       0      F  (35,45]  Remarried Unskilled worker
## 6884    0     1      0       0      F  (65,75]    Married          Foreman
## 5402    0     1      0       0      M  (45,55]    Widower       Management
## 5815    1     1      1       0      F  (65,75]     Single          Foreman
## 3118    0     0      0       0      M  (55,65]  Remarried Unskilled worker
## 4164    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6744    1     0      1       0      M  [15,25]     Single Unskilled worker
## 1283    1     1      0       0      F  (45,55]    Married  Manual labourer
## 511     0     1      0       0      M  (45,55]    Married       Management
## 3249    0     0      0       0      F  (35,45]     Single         Employee
## 3241    0     0      0       0      F  (75,85]    Married         Employee
## 951     0     0      0       0      F  (65,75]    Widower Unskilled worker
## 5286    1     1      1       0      M  (35,45]    Married  Manual labourer
## 3255    1     0      0       0      F  (45,55]    Married         Employee
## 2696    0     0      0       0      F  (75,85]    Widower         Employee
## 523     0     0      0       0      M  (65,75]    Married  Manual labourer
## 4203    0     1      0       0      M  (45,55]    Married  Manual labourer
## 375     0     1      0       0      F  (25,35]     Single         Employee
## 6655    0     1      0       1      F  (45,55]    Married       Management
## 2799    0     0      0       0      M  (45,55]    Married       Management
## 4469    1     1      0       0      M  [15,25]     Single Unskilled worker
## 5002    0     0      0       0      M  (45,55]    Married          Foreman
## 6406    0     0      0       0      F  (55,65]     Single       Management
## 4240    0     0      0       0      M  [15,25]     Single  Manual labourer
## 4117    0     0      0       0      F  (25,35]     Single         Employee
## 471     0     0      0       0      M  (65,75]    Married  Manual labourer
## 4358    0     0      0       0      M  (55,65]    Married       Management
## 1170    1     1      0       0      M  (55,65]    Married         Employee
## 6091    0     0      0       0      F  (55,65]    Widower       Management
## 1047    1     0      0       0      M  (25,35]     Single       Technician
## 6039    0     0      0       0      F  (75,85]    Married Unskilled worker
## 6853    0     0      1       0      F  (35,45]    Married         Employee
## 554     0     0      0       0      F  (25,35]  Remarried  Manual labourer
## 2565    0     0      0       0      F  (45,55]    Married Unskilled worker
## 852     0     0      1       0      M (85,100]    Married            Other
## 2370    0     0      0       0      M  (45,55]  Remarried       Technician
## 5095    0     0      1       1      M  (65,75]    Married          Foreman
## 1767    0     0      0       0      M  (25,35]    Married       Technician
## 1995    0     1      0       1      F  (35,45]    Married         Employee
## 1590    0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 3527    0     0      0       0      F  (35,45]    Married            Other
## 3972    0     0      0       0      F  (55,65]    Married            Other
## 3623    0     0      0       0      F  (35,45]    Married         Employee
## 826     0     0      0       0      F  (35,45]  Remarried Unskilled worker
## 1251    0     0      0       0      M  (45,55]    Married          Foreman
## 1942    0     0      0       0      F  (55,65]   Divorcee  Manual labourer
## 5438    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2403    1     0      0       0      M  (25,35]     Single         Employee
## 2253    0     1      0       0      M  (55,65]    Married  Manual labourer
## 4918    1     1      1       1      F  (35,45]    Married          Foreman
## 288     1     0      0       1      F  (45,55]  Remarried         Employee
## 4678    0     0      0       0      M  [15,25]     Single Unskilled worker
## 365     1     1      0       0      F  (45,55]   Divorcee          Foreman
## 6787    0     0      0       0      F  (35,45]    Married         Employee
## 2553    0     0      0       0      M  [15,25]     Single Unskilled worker
## 1723    0     0      0       0      M  (35,45]    Married       Management
## 5613    1     1      0       0      M  (25,35]    Married       Management
## 6065    0     0      0       0      M  (35,45]     Single  Manual labourer
## 2956    1     0      0       0      F  (45,55]   Divorcee         Employee
## 916     0     0      0       0      F  (45,55]   Divorcee         Employee
## 5012    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 3932    0     0      0       0      M  (25,35]     Single         Employee
## 893     0     0      0       0      F  (45,55]    Married         Employee
## 207     1     1      0       0      M  (45,55]    Married Unskilled worker
## 6339    0     1      0       0      M  (25,35]     Single         Employee
## 5350    0     1      0       1      M  (25,35]    Married       Management
## 4958    1     0      0       0      F  (65,75]    Widower         Employee
## 4871    0     0      1       0      F  (35,45]    Married         Employee
## 4938    0     1      0       0      M  [15,25]     Single          Foreman
## 1279    1     1      0       1      F  (25,35]    Married         Employee
## 5826    0     0      0       0      M  (35,45]     Single         Employee
## 4106    0     0      0       1      F  (35,45]    Married         Employee
## 5705    0     0      1       0      F  (35,45]    Married Unskilled worker
## 3845    1     1      1       0      F  (45,55]    Married         Employee
## 5834    0     0      0       0      F (85,100]    Widower         Employee
## 6042    0     0      0       0      F  (35,45]    Married Unskilled worker
## 291     0     1      0       0      M  (45,55]    Married  Manual labourer
## 1206    0     0      0       0      M  [15,25]     Single          Foreman
## 1664    0     0      0       0      M  (55,65]    Widower       Management
## 4806    1     0      1       0      F  (25,35]     Single         Employee
## 3401    0     0      0       0      F  (25,35]     Single         Employee
## 4984    0     1      0       0      F  (55,65]    Married         Employee
## 4634    0     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 1994    1     1      1       0      M  (45,55]    Married       Management
## 5835    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 4457    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4377    0     1      0       0      M  [15,25]     Single  Manual labourer
## 4587    0     0      1       0      F  (25,35]     Single            Other
## 1618    0     0      0       0      M  (65,75]    Widower         Employee
## 324     1     1      1       0      F  (35,45]    Married       Management
## 807     1     1      1       0      F  (45,55]    Married       Management
## 2803    0     0      0       0      M  (45,55]    Married  Manual labourer
## 796     1     1      0       1      M  (45,55]   Divorcee       Management
## 3687    0     1      1       0      F  (75,85]    Widower Unskilled worker
## 1734    1     1      1       0      M  (55,65]    Married          Foreman
## 2600    0     0      0       0      M  [15,25]     Single  Manual labourer
## 4658    1     0      0       0      M  (55,65]    Married Unskilled worker
## 4978    0     0      0       0      M  (45,55]    Married  Manual labourer
## 696     0     0      0       0      F  (25,35]    Married Unskilled worker
## 296     1     0      0       0      F  (35,45]    Married         Employee
## 5051    1     1      1       0      F  (35,45]  Remarried         Employee
## 555     0     0      0       0      M  (55,65]    Married          Foreman
## 57      1     0      0       0      F  (25,35]     Single       Technician
## 669     0     1      0       0      M  (25,35]     Single         Employee
## 2583    0     0      0       0      F  (35,45]    Married         Employee
## 4767    0     0      0       0      F  (55,65]    Married         Employee
## 2136    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6245    0     0      0       0      M  (35,45]     Single Unskilled worker
## 6890    1     1      0       0      F  (65,75]    Married         Employee
## 757     0     0      0       0      F  (25,35]    Married         Employee
## 6189    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 6654    1     1      0       0      M  (45,55]    Married       Management
## 3467    0     0      0       0      F  (55,65]   Divorcee         Employee
## 4338    1     1      1       0      M  (25,35]     Single         Employee
## 6670    0     1      0       0      F  (35,45]    Married       Management
## 177     0     0      0       0      F  (25,35]    Married         Employee
## 5145    0     0      0       1      F  (45,55]    Widower  Manual labourer
## 1026    0     0      0       0      F  (35,45]    Married         Employee
## 6732    1     1      0       1      F  (45,55]    Married Unskilled worker
## 536     0     0      0       0      F  (45,55]   Divorcee         Employee
## 5878    0     0      0       0      F  (65,75]    Widower         Employee
## 2445    1     0      0       0      M  [15,25]     Single         Employee
## 10      1     1      0       0      F  (35,45]    Married         Employee
## 6357    1     1      0       1      M  [15,25]     Single         Employee
## 263     1     1      0       0      F  (45,55]    Married       Management
## 6731    0     0      1       0      F  (25,35]    Married         Employee
## 3517    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1853    0     1      1       0      F  (45,55]    Married          Foreman
## 3124    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5882    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 167     1     0      0       0      F  (45,55]   Divorcee          Foreman
## 4490    0     1      0       0      M  (25,35]    Married       Management
## 5550    0     0      0       0      M  (25,35]     Single         Employee
## 470     0     1      0       0      F  (65,75]     Single         Employee
## 6381    0     0      0       0      M  (45,55]    Married         Employee
## 6321    0     0      0       0      M  (35,45]    Married         Employee
## 2313    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2335    0     0      0       0      M  (65,75]  Remarried         Employee
## 443     0     1      0       0      F  (65,75]    Married         Employee
## 3884    0     0      0       0      F  (25,35]    Married  Manual labourer
## 3220    1     0      0       0      F  (45,55]    Married Unskilled worker
## 3107    0     0      0       1      F  (35,45]    Widower         Employee
## 1205    0     1      1       0      F  (35,45]    Married         Employee
## 304     0     0      0       0      F (85,100]    Widower         Employee
## 4988    1     1      0       0      M  (25,35]     Single       Management
## 4128    1     1      1       0      M  (45,55]  Remarried       Technician
## 2140    0     0      0       0      F  (45,55]    Widower  Manual labourer
## 250     1     1      1       0      F  (35,45]    Married          Foreman
## 257     1     1      1       0      M  (65,75]    Married       Technician
## 2980    0     0      0       0      M  (45,55]    Married  Manual labourer
## 722     0     0      0       0      M  [15,25]     Single  Manual labourer
## 1789    1     1      0       0      F  (45,55]    Widower         Employee
## 4213    0     0      1       1      F  (55,65]    Widower          Foreman
## 897     0     0      0       0      F  (55,65]    Married            Other
## 910     0     0      0       0      M  (35,45]    Married  Manual labourer
## 6846    0     0      0       0      M  (65,75]  Remarried       Management
## 3042    0     0      0       0      F  (45,55]    Married         Employee
## 3977    0     0      0       0      F  (25,35]    Married         Employee
## 6633    0     0      0       0      M  (45,55]     Single  Manual labourer
## 117     0     1      1       0      F  (55,65]    Married       Management
## 6445    0     0      0       1      F  (65,75]    Married         Employee
## 404     0     0      0       0      M  (25,35]     Single         Employee
## 1543    0     1      0       1      F  (45,55]    Married         Employee
## 6170    0     0      0       0      M  (55,65]    Married          Foreman
## 4897    1     1      0       0      M  (45,55]    Married       Technician
## 6848    0     0      0       0      M  (55,65]   Divorcee       Management
## 5470    0     0      0       0      F  (65,75]    Married  Manual labourer
## 6883    1     1      1       0      F  (65,75]    Widower         Employee
## 2512    0     1      0       1      M  (35,45]    Married          Foreman
## 3574    0     1      0       0      M  (35,45]     Single  Manual labourer
## 3615    1     0      0       0      M  (45,55]    Married Unskilled worker
## 4722    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4483    0     0      0       1      M  (55,65]    Married         Employee
## 6274    0     0      0       0      F  (65,75]    Married         Employee
## 2714    0     0      0       0      F  (35,45]    Married Unskilled worker
## 6699    0     1      1       0      M  (35,45]    Married       Technician
## 779     1     0      1       1      M  (35,45]   Divorcee         Employee
## 5610    1     0      0       0      F  (45,55]   Divorcee         Employee
## 5309    0     1      0       1      F  (25,35]    Married         Employee
## 4736    0     0      0       0      F  (35,45]     Single         Employee
## 5186    0     0      1       0      F  (35,45]   Divorcee         Employee
## 3746    1     1      1       0      M  (25,35]     Single         Employee
## 3135    0     0      0       0      F  (55,65]    Widower         Employee
## 2516    0     0      0       0      M  (45,55]    Married          Foreman
## 835     0     1      1       0      F  (25,35]     Single       Management
## 5689    1     1      0       1      F  (35,45]    Married  Manual labourer
## 5331    1     1      1       0      M  (55,65]   Divorcee       Management
## 4922    0     0      0       0      M  (45,55]    Married       Technician
## 3375    0     1      0       0      F  (55,65]     Single          Foreman
## 3365    1     1      0       0      F  (65,75]    Widower         Employee
## 6808    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5496    0     1      0       1      M  (35,45]    Married  Manual labourer
## 4228    0     0      0       0      F  (35,45]     Single         Employee
## 3805    0     0      0       0      F  (75,85]    Widower         Employee
## 5420    0     0      0       0      F  (25,35]     Single  Manual labourer
## 377     1     1      0       0      F  (55,65]    Married       Technician
## 3974    0     1      0       0      M  (55,65]    Married          Foreman
## 3862    0     0      0       1      F  (55,65]    Married         Employee
## 5003    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 4061    0     1      0       0      F  (65,75]    Married Unskilled worker
## 5081    1     1      1       0      F  (25,35]     Single         Employee
## 5490    1     0      0       0      F  (55,65]    Widower  Manual labourer
## 2562    0     0      0       0      F  (45,55]    Widower  Manual labourer
## 3265    1     1      0       0      M  (45,55]    Married       Management
## 2959    1     0      0       0      M  (25,35]    Married         Employee
## 1617    0     0      0       0      M  (45,55]    Married       Technician
## 1999    0     0      0       0      M  (25,35]    Married            Other
## 3450    0     0      0       0      F  (25,35]     Single         Employee
## 4166    1     0      0       0      F  (35,45]  Remarried         Employee
## 2350    0     1      0       0      M  [15,25]    Married         Employee
## 4500    1     0      0       0      F  (45,55]    Married       Management
## 3925    1     0      0       0      F  (55,65]    Married         Employee
## 2540    1     0      0       0      F  (35,45]    Married  Manual labourer
## 4792    1     1      1       0      M  [15,25]     Single         Employee
## 436     0     1      0       0      F  (45,55]    Married  Manual labourer
## 4319    0     0      0       0      M  [15,25]     Single  Manual labourer
## 3548    0     0      0       0      F  (35,45]     Single         Employee
## 4728    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4606    0     0      0       0      M  (55,65]    Widower          Foreman
## 6456    0     0      0       0      M  (65,75]    Married         Employee
## 4340    0     0      0       0      F  (55,65]    Married Unskilled worker
## 413     0     0      0       1      M  (75,85]    Widower          Foreman
## 4818    0     1      0       0      F  (25,35]     Single         Employee
## 2554    0     1      1       0      M  (25,35]     Single       Technician
## 994     0     0      0       0      F  (45,55]    Widower  Manual labourer
## 2240    1     1      0       0      F  (25,35]     Single          Foreman
## 1996    0     0      0       0      F  (45,55]    Married         Employee
## 4976    1     1      1       0      F  (25,35]     Single       Technician
## 4554    0     0      0       0      M  (55,65]   Divorcee         Employee
## 1375    1     0      0       0      F  [15,25]     Single         Employee
## 6058    0     0      0       0      F  (45,55]    Married         Employee
## 165     0     0      0       0      F  (45,55]    Married         Employee
## 1287    0     1      1       1      M  (45,55]    Married       Technician
## 2184    0     0      0       0      M  (35,45]     Single  Manual labourer
## 6542    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 2389    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4479    0     1      0       0      F  (25,35]    Married          Foreman
## 674     0     1      1       0      M  (35,45]     Single  Manual labourer
## 5819    1     0      1       1      M  (25,35]    Married          Foreman
## 529     1     1      1       1      F  (45,55]   Divorcee         Employee
## 1479    0     1      0       0      F  (25,35]     Single         Employee
## 3361    1     1      0       0      F  (25,35]     Single         Employee
## 1698    0     0      0       0      F  (25,35]    Married          Foreman
## 6234    1     1      1       0      F  [15,25]     Single         Employee
## 1855    1     1      0       0      M  (45,55]    Married       Management
## 1488    0     1      0       0      F  (35,45]   Divorcee         Employee
## 2169    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4155    1     1      1       0      F  [15,25]     Single          Foreman
## 5456    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5713    0     0      1       0      F  (45,55]    Married         Employee
## 3432    1     0      0       0      F  (55,65]   Divorcee         Employee
## 2474    0     0      0       0      F  (35,45]   Divorcee         Employee
## 2618    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 5176    0     1      1       1      F  (45,55]    Married         Employee
## 444     0     0      0       0      M  (45,55]     Single Unskilled worker
## 369     0     0      0       0      F  (45,55]     Single         Employee
## 972     0     0      1       0      M  (45,55]   Divorcee       Management
## 1557    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2509    0     0      0       1      F  (65,75]    Widower  Manual labourer
## 2981    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4702    0     0      0       0      F  (45,55]    Married  Manual labourer
## 1570    1     1      1       1      F  (45,55]    Married          Foreman
## 2728    0     0      0       0      F  (65,75]    Married Unskilled worker
## 2604    0     0      0       0      M  (45,55]    Widower         Employee
## 1369    0     0      0       0      M  (45,55]    Married          Foreman
## 4909    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 4906    0     0      0       0      M  (65,75]    Married Unskilled worker
## 6634    1     0      0       0      F  (75,85]  Remarried  Manual labourer
## 5162    0     0      0       1      F  (55,65]    Married       Management
## 895     0     0      0       0      F  (45,55]    Married          Foreman
## 4964    1     0      0       0      F  (25,35]     Single         Employee
## 1958    1     1      0       0      M  (65,75]  Remarried       Management
## 321     0     0      0       0      M  (75,85]    Widower            Other
## 5740    0     0      0       0      F  [15,25]     Single         Employee
## 4550    0     0      0       0      F  (35,45]   Divorcee  Manual labourer
## 5534    0     0      0       0      F  (35,45]    Married         Employee
## 2668    1     0      0       0      F  (25,35]    Married         Employee
## 3339    0     0      1       0      F  (55,65]   Divorcee         Employee
## 4159    0     1      0       0      M  (35,45]    Married       Management
## 1447    0     0      0       1      M  (25,35]     Single  Manual labourer
## 2842    0     0      0       0      M  (25,35]     Single       Technician
## 4059    1     0      0       0      M  (25,35]    Married         Employee
## 4063    0     0      0       0      F  (65,75]    Married Unskilled worker
## 1465    0     0      1       0      M  [15,25]     Single         Employee
## 2882    0     0      0       0      F  [15,25]     Single Unskilled worker
## 776     0     0      0       0      M  (35,45]    Married         Employee
## 3251    1     1      1       0      F  [15,25]     Single         Employee
## 4330    0     0      0       0      M  (55,65]    Married  Manual labourer
## 3174    0     1      0       0      M  (35,45]    Married  Manual labourer
## 1114    1     1      0       0      F  (45,55]   Divorcee         Employee
## 3547    0     0      0       0      M  (55,65]    Married Unskilled worker
## 2664    0     1      0       0      F  (65,75]   Divorcee  Manual labourer
## 3140    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 1411    1     1      0       0      M  (25,35]    Married  Manual labourer
## 6496    0     1      1       0      F  (65,75]    Married       Management
## 3441    1     0      1       1      M  (45,55]    Married       Management
## 1039    0     0      0       1      F  (55,65]    Married         Employee
## 6507    0     0      1       0      F  (35,45]   Divorcee         Employee
## 4323    0     0      0       0      M  (35,45]     Single       Technician
## 3771    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4027    0     0      0       0      M  [15,25]     Single         Employee
## 3433    0     0      0       0      F  (25,35]     Single Unskilled worker
## 6603    0     0      0       0      F  (75,85]    Widower         Employee
## 6673    0     0      1       0      F  (25,35]     Single         Employee
## 240     1     1      0       0      F  (65,75]    Widower         Employee
## 2593    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 539     0     0      0       0      F  (75,85]    Married         Employee
## 3384    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3765    0     0      0       1      F  [15,25]     Single         Employee
## 6778    0     1      0       0      F  (65,75]    Married         Employee
## 583     1     1      0       1      F  (45,55]    Married       Management
## 2628    0     0      0       0      F  (55,65]    Widower         Employee
## 3029    0     0      0       0      M  [15,25]     Single Unskilled worker
## 2991    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6869    1     1      0       0      F  (45,55]  Remarried         Employee
## 6468    0     0      0       1      M  (45,55]    Married       Technician
## 3444    0     0      0       0      F  (35,45]     Single         Employee
## 47      1     1      1       0      F  [15,25]     Single       Management
## 4134    1     1      0       0      M  (25,35]    Married       Management
## 6021    0     0      0       0      F  (45,55]   Divorcee       Management
## 1619    1     0      1       0      F  (35,45]     Single       Management
## 4635    0     0      0       0      F  (25,35]   Divorcee         Employee
## 1930    0     1      0       0      F  (25,35]    Married         Employee
## 6528    0     0      0       0      F  (35,45]     Single Unskilled worker
## 6837    0     1      0       0      F  (45,55]    Married         Employee
## 990     0     0      0       0      F  (65,75]    Married  Manual labourer
## 4582    0     0      0       0      F  (65,75]    Married Unskilled worker
## 2257    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 3875    0     0      0       0      F  (55,65]     Single  Manual labourer
## 4450    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3448    1     0      0       0      F  (45,55]    Married          Foreman
## 1621    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4623    1     1      0       1      M  (25,35]    Married  Manual labourer
## 6209    0     1      0       1      F  (45,55]   Divorcee          Foreman
## 3894    0     0      0       0      F  (25,35]    Married         Employee
## 907     0     0      0       0      M  (45,55]    Married Unskilled worker
## 3649    1     0      0       0      F  (35,45]    Married         Employee
## 244     0     0      0       0      F  (75,85]    Married            Other
## 1601    1     1      0       0      F  (35,45]    Married         Employee
## 4380    1     0      1       0      F  (35,45]    Married         Employee
## 2305    0     0      1       0      M  (35,45]    Married         Employee
## 4036    0     0      0       0      F (85,100]    Widower         Employee
## 5341    0     0      1       0      M  (25,35]     Single  Manual labourer
## 6022    0     0      0       0      F  (35,45]    Married         Employee
## 461     0     0      0       0      M  (35,45]    Married       Management
## 6279    0     1      0       0      M  (45,55]    Married       Management
## 4011    0     0      0       0      M  (55,65]    Married       Technician
## 1352    1     0      0       0      M  (35,45]  Remarried          Foreman
## 86      1     1      1       0      M  (55,65]    Married       Management
## 5462    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 1780    0     0      0       0      F  (35,45]  Remarried       Management
## 4602    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4283    1     1      1       0      M  (45,55]    Married          Foreman
## 3067    0     0      0       0      F  (35,45]  Remarried         Employee
## 2800    0     1      0       0      M  [15,25]    Married       Technician
## 3383    0     0      0       0      F  [15,25]     Single          Foreman
## 3820    0     1      0       1      M  (65,75]    Married       Technician
## 20      1     1      0       1      F  (45,55]    Married       Management
## 1063    1     0      0       0      F  (55,65]    Married          Foreman
## 3387    1     0      0       0      M  (45,55]     Single         Employee
## 4463    0     1      0       0      M  (55,65]    Married          Foreman
## 3006    0     1      0       0      M  (25,35]    Married Unskilled worker
## 2441    0     0      0       0      F  (35,45]     Single Unskilled worker
## 1742    0     0      0       0      F  (35,45]   Divorcee         Employee
## 3128    0     0      0       0      F  (25,35]    Married Unskilled worker
## 2226    0     0      0       0      F  (45,55]    Widower  Manual labourer
## 3187    0     0      0       0      F  [15,25]     Single         Employee
## 4805    0     0      1       0      M  (65,75]    Married         Employee
## 6493    0     0      0       0      M  (75,85]    Married       Management
## 5964    0     0      0       0      F  (45,55]    Married       Technician
## 3707    1     1      1       0      M  (35,45]     Single         Employee
## 367     0     0      0       0      M  (65,75]    Married       Technician
## 3747    0     1      0       0      F  (55,65]   Divorcee         Employee
## 927     1     0      1       0      M  (25,35]     Single Unskilled worker
## 3737    1     1      1       0      F  (65,75]    Married       Management
## 5177    0     1      0       0      M  (65,75]    Married       Management
## 5957    0     0      0       0      F  (25,35]    Married          Foreman
## 3852    0     1      0       0      M  (35,45]    Married  Manual labourer
## 4953    1     0      0       1      M  (55,65]    Married  Manual labourer
## 4263    0     0      0       0      M  (55,65]    Married       Management
## 4070    0     0      0       0      M  (35,45]    Married       Management
## 4477    1     0      0       0      M  (25,35]    Married       Management
## 651     0     0      0       0      M  (25,35]    Married Unskilled worker
## 3530    0     0      0       0      F  (65,75]    Married Unskilled worker
## 6259    1     0      0       0      F  (45,55]    Married          Foreman
## 292     0     1      0       1      M  (75,85]    Married       Management
## 4351    0     0      0       0      M  (45,55]     Single  Manual labourer
## 4515    0     0      0       0      M  (65,75]    Married          Foreman
## 5168    0     0      0       0      F  (55,65]    Married  Manual labourer
## 2345    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 830     0     0      0       0      M  (65,75]    Married  Manual labourer
## 3209    0     0      0       0      M  (65,75]    Married       Management
## 5844    1     1      0       0      M  (55,65]     Single            Other
## 1005    0     1      1       0      M  (45,55]    Married       Management
## 3803    1     1      1       0      F  (35,45]     Single         Employee
## 1828    1     1      1       0      F  (65,75]    Married       Management
## 2475    1     0      0       0      M  (45,55]    Married         Employee
## 5903    0     1      0       0      M  (45,55]    Married          Foreman
## 1553    1     1      0       0      M  (45,55]   Divorcee       Management
## 5995    0     0      0       0      F  (75,85]    Widower          Foreman
## 1700    0     1      0       0      M  (25,35]     Single  Manual labourer
## 4425    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6695    0     0      0       0      F  (55,65]    Married       Technician
## 5233    0     0      0       0      F  (25,35]    Married         Employee
## 1363    0     0      0       0      F  (45,55]    Married         Employee
## 1396    0     0      0       0      F  (45,55]    Married         Employee
## 1083    0     0      0       1      M  (25,35]    Married         Employee
## 6692    1     0      0       0      M  (25,35]     Single            Other
## 2917    0     0      0       0      F  (65,75]    Widower         Employee
## 2708    0     1      0       1      M  (35,45]  Remarried          Foreman
## 6514    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4798    0     1      1       1      M  (35,45]    Married  Manual labourer
## 6269    0     1      0       0      M  (45,55]    Married       Management
## 6351    1     1      1       0      M  (25,35]     Single       Management
## 2705    0     0      1       0      M  (25,35]     Single       Management
## 3163    1     1      0       0      F  (45,55]    Married          Foreman
## 5963    0     0      1       0      F  (55,65]   Divorcee         Employee
## 6056    0     0      0       0      F  (35,45]    Married         Employee
## 5097    0     1      1       0      F  (55,65]    Married          Foreman
## 5701    1     0      1       0      M  (55,65]    Widower         Employee
## 799     0     0      0       0      M  (45,55]  Remarried          Foreman
## 6712    0     0      0       0      M  [15,25]     Single Unskilled worker
## 2461    0     0      0       0      F  (45,55]    Married          Foreman
## 3829    0     1      0       0      M  (25,35]     Single  Manual labourer
## 1179    0     0      0       0      F  (25,35]  Remarried         Employee
## 660     0     0      0       0      F  (35,45]    Married         Employee
## 5180    0     0      0       0      F  (45,55]    Married Unskilled worker
## 5953    0     1      0       0      M  (25,35]     Single       Technician
## 1528    0     0      0       0      M  (65,75]    Married  Manual labourer
## 569     0     0      0       1      F  (45,55]    Married         Employee
## 498     1     1      0       0      F  (45,55]     Single         Employee
## 3439    1     1      0       0      F  (25,35]     Single  Manual labourer
## 562     0     0      0       0      F  [15,25]     Single         Employee
## 977     0     0      0       0      M  (25,35]     Single Unskilled worker
## 1634    0     0      0       0      F  (65,75]    Widower         Employee
## 49      1     1      0       0      F  (35,45]     Single         Employee
## 800     0     1      0       1      M  (55,65]    Married       Management
## 2082    1     1      0       0      F  (45,55]   Divorcee Unskilled worker
## 6585    1     1      0       0      F  (35,45]   Divorcee         Employee
## 5101    1     1      0       0      F  (65,75]     Single          Foreman
## 89      1     1      0       0      F  (25,35]    Married         Employee
## 2594    0     1      0       1      M  (55,65]    Married       Management
## 3465    0     0      0       0      F  (35,45]    Married         Employee
## 3571    1     1      0       0      M  (35,45]    Married          Foreman
## 5594    1     1      0       0      M  (45,55]    Married       Management
## 2356    0     1      1       0      F  (25,35]    Married          Foreman
## 3494    0     1      0       0      F  (25,35]   Divorcee Unskilled worker
## 3424    0     0      0       0      M  (25,35]     Single          Foreman
## 4274    1     1      1       1      F  (55,65]   Divorcee         Employee
## 1102    0     0      0       0      F  [15,25]     Single  Manual labourer
## 3325    1     1      1       0      F  (25,35]    Married  Manual labourer
## 6792    0     0      0       0      F  (65,75]    Married         Employee
## 6822    0     0      0       0      F  (65,75]    Widower       Management
## 2820    0     0      0       1      F  (35,45]     Single         Employee
## 845     0     0      0       0      M  (55,65]    Widower  Manual labourer
## 4079    0     1      0       0      F  (35,45]    Married       Management
## 4787    0     0      0       0      F  (25,35]     Single  Manual labourer
## 4426    0     1      0       0      F  (35,45]    Married         Employee
## 3100    0     1      0       0      F  (55,65]    Married         Employee
## 5898    1     1      0       0      F  (45,55]    Married         Employee
## 795     0     0      0       0      F  (55,65]    Married Unskilled worker
## 5813    1     1      0       0      F  (75,85]    Widower Unskilled worker
## 6668    0     0      0       0      F (85,100]    Widower            Other
## 1748    0     0      0       1      M  (35,45]    Married       Management
## 5322    1     1      0       0      F  (25,35]     Single         Employee
## 3596    0     0      0       1      M  (55,65]    Married  Manual labourer
## 5943    0     0      0       0      M  (35,45]     Single       Management
## 199     0     0      0       0      M  (25,35]  Remarried         Employee
## 705     0     0      0       0      M  (55,65]    Married Unskilled worker
## 2975    1     0      1       0      M  (65,75]    Married            Other
## 2047    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2293    0     1      1       1      F  (45,55]    Married          Foreman
## 6285    1     1      0       0      F  (65,75]    Widower Unskilled worker
## 267     0     0      0       0      M  (25,35]     Single          Foreman
## 634     0     0      0       0      F  [15,25]     Single         Employee
## 6474    1     1      0       0      M  [15,25]     Single       Technician
## 2070    0     0      0       0      F  (35,45]    Married         Employee
## 494     0     0      0       0      F  (45,55]    Widower       Management
## 3253    0     0      0       0      F  (45,55]     Single         Employee
## 5794    1     0      0       0      M  (25,35]     Single       Management
## 221     0     0      0       0      F  [15,25]     Single Unskilled worker
## 48      1     0      0       0      M  (55,65]   Divorcee       Management
## 4211    0     1      0       0      F  (45,55]    Married          Foreman
## 6013    0     0      0       0      F  (55,65]    Married Unskilled worker
## 2498    1     1      0       0      F  (25,35]     Single          Foreman
## 5198    0     1      0       0      M  (25,35]    Married       Management
## 4373    1     1      0       0      F  (35,45]    Married       Management
## 3722    1     0      0       0      F  (35,45]     Single         Employee
## 2407    0     0      0       0      F  (25,35]     Single Unskilled worker
## 4366    0     0      0       0      F  (75,85]    Widower         Employee
## 3918    0     0      0       0      F  (45,55]    Married         Employee
## 4116    0     1      0       0      M  (25,35]     Single  Manual labourer
## 3221    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6819    1     0      1       1      F  (25,35]    Married            Other
## 1473    0     0      0       0      F  (45,55]   Divorcee         Employee
## 5616    1     1      1       0      F  (25,35]     Single            Other
## 5052    1     0      1       1      M  (65,75]    Married       Management
## 4512    1     1      0       0      M  (45,55]    Married  Manual labourer
## 4222    0     0      0       0      F  (65,75]    Married         Employee
## 4124    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4614    0     0      0       0      F  [15,25]     Single         Employee
## 2985    1     1      0       0      M  (65,75]    Married       Management
## 27      1     1      1       0      M  (35,45]    Married       Management
## 2551    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 980     1     0      0       1      F  (45,55]    Married         Employee
## 168     0     1      1       0      M  (35,45]    Married       Management
## 3088    1     1      0       0      F  [15,25]     Single         Employee
## 2650    1     0      0       0      F  (65,75]    Married         Employee
## 2340    0     0      0       0      F  (55,65]    Married         Employee
## 172     1     0      1       0      M  (55,65]    Married       Management
## 1975    0     0      0       0      M  (25,35]   Divorcee       Technician
## 4980    0     0      0       0      M  (75,85]    Married          Foreman
## 2347    0     0      0       0      F  (35,45]    Married         Employee
## 6525    0     0      0       0      F  (25,35]    Married         Employee
## 1252    0     1      0       1      F  (65,75]    Married Unskilled worker
## 1406    0     0      0       0      F  (55,65]  Remarried         Employee
## 1172    0     0      0       0      F  (45,55]  Remarried         Employee
## 3463    1     0      0       0      F  (45,55]    Married         Employee
## 2454    0     0      0       0      F  (35,45]    Married         Employee
## 2288    0     0      0       1      M  (45,55]    Married       Technician
## 6214    0     0      0       0      F  (45,55]    Married          Foreman
## 2870    0     1      1       1      F  (45,55]    Married          Foreman
## 3964    1     0      0       0      M  (25,35]     Single         Employee
## 5533    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 1013    0     0      1       0      M  (65,75]    Married          Foreman
## 5127    1     1      0       1      F  (45,55]    Widower         Employee
## 3738    1     1      1       0      F  (25,35]     Single         Employee
## 5788    0     0      0       0      F (85,100]    Widower         Employee
## 551     1     1      0       0      F  (45,55]    Married         Employee
## 6276    0     0      0       0      F  (35,45]    Married         Employee
## 4269    1     0      0       0      M  (25,35]     Single  Manual labourer
## 1246    0     0      0       0      F  (25,35]     Single  Manual labourer
## 2172    0     0      0       0      M  (35,45]    Married       Management
## 3227    1     0      0       0      M  (25,35]     Single          Foreman
## 5312    0     0      0       0      M  (25,35]     Single          Foreman
## 3855    0     0      1       0      F  (65,75]     Single          Foreman
## 5991    0     0      0       0      F  (75,85]     Single  Manual labourer
## 6477    0     0      1       0      M  (35,45]     Single       Management
## 485     1     1      0       0      M  (35,45]    Married       Management
## 4156    1     1      1       1      M  (25,35]     Single            Other
## 4047    0     0      0       0      F  (25,35]   Divorcee  Manual labourer
## 6283    0     0      0       0      M  (75,85]    Married  Manual labourer
## 60      0     0      0       0      M  (55,65]     Single       Technician
## 3995    0     0      0       0      F  (35,45]    Married Unskilled worker
## 6121    0     0      0       0      F  (25,35]     Single         Employee
## 192     1     1      1       1      M  (55,65]  Remarried       Management
## 5717    0     0      1       0      F  (35,45]    Married  Manual labourer
## 3202    1     0      0       0      F  (35,45]    Married         Employee
## 3913    0     0      0       0      M  [15,25]     Single       Technician
## 6608    0     1      0       0      F  (75,85]    Married         Employee
## 3260    0     0      1       0      F  [15,25]     Single Unskilled worker
## 2601    1     1      0       0      M  (45,55]    Married          Foreman
## 1743    0     0      0       0      F  (75,85]    Married         Employee
## 6187    0     1      0       0      M  [15,25]     Single  Manual labourer
## 4889    0     1      0       0      F  (45,55]    Married          Foreman
## 2178    1     1      0       0      M  (65,75]    Married          Foreman
## 3947    1     0      0       0      M (85,100]    Married  Manual labourer
## 6343    1     1      0       0      F  (55,65]    Widower         Employee
## 6711    0     0      0       0      F  (25,35]    Married       Technician
## 2978    0     0      0       0      F  (55,65]    Married         Employee
## 6032    1     0      0       0      M  (45,55]   Divorcee       Management
## 575     0     0      0       0      F  (35,45]    Married Unskilled worker
## 3546    1     0      0       0      F  (65,75]    Widower Unskilled worker
## 2118    0     0      0       0      F  (45,55]    Married            Other
## 2199    0     0      0       0      F  (55,65]    Widower         Employee
## 940     0     0      0       0      M  (55,65]    Married  Manual labourer
## 6146    0     0      0       0      F  (75,85]    Widower         Employee
## 5974    0     0      0       0      M  (25,35]    Married         Employee
## 5164    1     1      1       0      F  (25,35]     Single          Foreman
## 5100    0     0      0       0      M  (55,65]    Married       Management
## 1335    0     0      0       0      M  [15,25]     Single         Employee
## 2208    0     0      0       0      M  (25,35]     Single  Manual labourer
## 6844    0     0      0       0      F  (65,75]     Single         Employee
## 3630    0     0      0       0      F  (25,35]    Married         Employee
## 472     0     1      0       0      F  (35,45]     Single  Manual labourer
## 2895    1     0      0       0      F  (55,65]    Married          Foreman
## 2874    0     0      0       0      F  (35,45]    Married         Employee
## 12      0     0      0       0      F  (45,55]    Married         Employee
## 2826    0     1      0       0      M  (55,65]    Married          Foreman
## 1812    0     0      0       0      F  (25,35]   Divorcee       Technician
## 2654    0     0      1       0      F  (45,55]    Married          Foreman
## 1699    0     0      0       0      F  (55,65]    Widower            Other
## 1310    0     0      0       0      F  (35,45]    Married         Employee
## 2757    1     1      0       0      M  (45,55]    Married  Manual labourer
## 677     0     0      1       0      F  (25,35]     Single         Employee
## 3590    0     1      0       0      M  (35,45]    Married       Management
## 1424    1     1      0       1      M  (35,45]    Married          Foreman
## 2145    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3627    0     0      0       0      M  (25,35]     Single       Technician
## 1794    0     0      0       0      F  (25,35]    Married         Employee
## 2479    0     0      0       0      F  (25,35]    Married         Employee
## 4221    0     0      0       0      M  (25,35]    Married  Manual labourer
## 3060    0     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 3605    0     1      0       0      F  (25,35]     Single       Management
## 762     0     0      0       0      M  (55,65]    Married       Management
## 1474    0     0      0       0      F  (35,45]    Married         Employee
## 446     0     0      0       0      M  (25,35]    Married         Employee
## 2063    0     1      1       0      F  (55,65]    Married         Employee
## 1951    1     0      1       0      F  [15,25]     Single            Other
## 5258    0     1      1       0      F  (45,55]    Married Unskilled worker
## 3314    1     0      0       0      F  (25,35]    Married         Employee
## 3186    0     0      0       0      F  (55,65]    Widower            Other
## 4316    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1956    0     0      0       0      F  (75,85]    Widower         Employee
## 3388    0     1      0       0      F  (75,85]    Widower          Foreman
## 5129    0     0      0       0      M  (35,45]    Married  Manual labourer
## 637     0     1      0       0      M  (45,55]    Married          Foreman
## 4031    0     1      1       0      M  (35,45]    Married       Management
## 6805    0     0      0       0      F  (65,75]    Widower         Employee
## 4849    0     0      0       0      M  (75,85]    Married          Foreman
## 268     1     0      1       0      F  (25,35]    Married         Employee
## 616     0     0      1       1      M  (55,65]    Married         Employee
## 4324    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4901    1     0      0       0      M  (55,65]    Married       Management
## 2201    0     1      0       0      M  (55,65]  Remarried          Foreman
## 1085    0     0      0       0      F  (25,35]   Divorcee  Manual labourer
## 3604    0     0      0       0      F  (75,85]   Divorcee  Manual labourer
## 3063    0     0      0       0      M  (55,65]    Married  Manual labourer
## 5193    0     1      0       0      F  (45,55]    Married         Employee
## 6141    0     0      0       0      F  (45,55]  Remarried         Employee
## 4113    1     0      0       1      F  (45,55]    Married         Employee
## 3949    0     0      0       0      M  (75,85]    Married  Manual labourer
## 892     1     1      0       0      F  (35,45]    Married            Other
## 5604    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 1137    1     0      0       1      M  [15,25]     Single         Employee
## 5433    0     0      0       0      M  [15,25]     Single Unskilled worker
## 2857    0     0      0       0      F  [15,25]     Single         Employee
## 4544    1     1      0       0      F  (55,65]   Divorcee       Management
## 4186    0     0      0       0      F  (25,35]   Divorcee         Employee
## 2051    0     1      1       0      M  (35,45]    Married         Employee
## 2098    0     0      0       1      F  (35,45]    Married         Employee
## 3534    0     1      1       0      F  (35,45]    Married         Employee
## 5346    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 6387    0     0      0       0      F  (25,35]    Married          Foreman
## 340     0     0      0       0      M  (45,55]    Married          Foreman
## 1880    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2591    1     1      0       0      M  (35,45]    Married          Foreman
## 508     0     1      0       0      M  (25,35]     Single  Manual labourer
## 4353    1     1      0       0      F  (25,35]     Single          Foreman
## 2186    1     1      0       0      M  (65,75]    Married  Manual labourer
## 6824    0     0      0       0      F  (65,75]    Married         Employee
## 1654    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 6849    0     0      0       0      M  (65,75]   Divorcee  Manual labourer
## 4903    0     0      0       0      F  (55,65]    Married  Manual labourer
## 5623    0     0      0       0      F  (65,75]    Married         Employee
## 846     0     0      0       0      F  (45,55]    Married         Employee
## 2602    0     0      0       0      F  (65,75]    Married Unskilled worker
## 922     0     0      0       0      M  (35,45]    Married  Manual labourer
## 6300    0     0      0       0      M  (75,85]    Married Unskilled worker
## 5414    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3733    1     0      1       1      M  (35,45]     Single       Management
## 3489    1     0      0       0      M  [15,25]     Single  Manual labourer
## 1089    0     0      0       0      F  (55,65]    Married Unskilled worker
## 3967    0     0      0       0      M  (45,55]    Married       Technician
## 2023    0     0      0       0      M  (35,45]     Single  Manual labourer
## 1239    0     0      0       0      F  (45,55]  Remarried         Employee
## 5032    0     1      1       1      F  (45,55]    Married         Employee
## 6549    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4410    0     0      0       0      F  (55,65]    Married         Employee
## 2612    1     1      1       1      F  (55,65]    Married          Foreman
## 6144    0     1      1       1      M  (55,65]    Married       Management
## 4042    0     0      0       0      M  (45,55]   Divorcee       Technician
## 6577    0     0      0       0      F  (65,75]    Married         Employee
## 1002    1     1      0       0      F  (35,45]    Married         Employee
## 3318    0     0      0       0      M  (35,45]     Single Unskilled worker
## 359     0     0      0       0      M  (35,45]    Married  Manual labourer
## 588     1     1      0       0      F  [15,25]     Single       Management
## 3438    0     0      0       0      M  (35,45]    Married         Employee
## 5048    0     1      0       0      M  (45,55]  Remarried          Foreman
## 141     0     0      1       0      M  (75,85]  Remarried       Technician
## 3633    1     0      0       0      F  (45,55]    Married         Employee
## 2806    0     0      0       1      F  (35,45]    Married  Manual labourer
## 5089    1     0      0       0      F  (55,65]    Married          Foreman
## 5591    0     0      0       1      F  (25,35]     Single         Employee
## 2548    0     0      0       1      M  [15,25]     Single  Manual labourer
## 3284    0     0      1       0      F  (25,35]     Single         Employee
## 4013    0     0      0       0      F  (35,45]    Married         Employee
## 3580    1     1      0       0      M  (55,65]    Married       Management
## 6368    0     0      0       1      F  (55,65]    Widower         Employee
## 2187    0     0      0       0      F  (45,55]  Remarried       Technician
## 1903    0     0      0       0      F  (35,45]    Married         Employee
## 2651    0     0      0       0      F  (35,45]     Single         Employee
## 5191    0     1      1       0      F  (55,65]   Divorcee         Employee
## 123     0     0      0       0      M  (55,65]    Married       Management
## 6889    0     0      0       0      M  (55,65]   Divorcee       Technician
## 2837    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4810    0     0      0       0      F  (75,85]    Married  Manual labourer
## 1674    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6111    1     0      0       0      F  (25,35]   Divorcee         Employee
## 2797    0     1      0       0      M  (25,35]     Single  Manual labourer
## 928     0     0      0       0      F  (25,35]     Single         Employee
## 3885    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4444    0     0      0       0      F  (55,65]    Married  Manual labourer
## 6804    1     1      0       0      F  (45,55]   Divorcee       Management
## 4193    0     1      0       0      F  [15,25]     Single       Management
## 4566    0     0      0       0      M  (45,55]    Married          Foreman
## 6463    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 4562    0     0      0       0      M  (25,35]    Married  Manual labourer
## 4467    1     0      0       0      F  (55,65]    Widower  Manual labourer
## 4392    0     1      0       0      F  (25,35]    Married         Employee
## 4977    1     1      0       0      M  (25,35]    Married         Employee
## 3061    0     0      0       1      F  (25,35]     Single         Employee
## 203     1     1      0       0      F  (55,65]   Divorcee         Employee
## 1043    1     0      0       0      F  (35,45]     Single         Employee
## 6242    0     0      0       1      M  (45,55]   Divorcee         Employee
## 2409    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3639    0     0      0       0      F  (55,65]    Married         Employee
## 5123    1     1      1       1      F  (55,65]  Remarried         Employee
## 4401    0     0      0       0      F  (25,35]    Married         Employee
## 1927    0     0      0       0      M  (45,55]    Married       Management
## 3285    0     0      1       0      M  [15,25]     Single         Employee
## 51      0     1      0       0      F  (55,65]    Married         Employee
## 6516    0     1      0       0      M  (75,85]    Married         Employee
## 4564    0     0      0       0      F  (65,75]    Married            Other
## 5069    0     1      0       0      F  (25,35]    Married         Employee
## 2659    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2863    0     0      1       1      F  (45,55]    Married         Employee
## 6374    0     0      0       0      F  (45,55]   Divorcee         Employee
## 699     1     0      0       0      F  (45,55]    Married Unskilled worker
## 515     1     0      0       0      F  (25,35]    Married       Management
## 5472    1     1      0       0      F  (25,35]    Married         Employee
## 3910    0     0      0       0      F  (55,65]    Married         Employee
## 4865    0     0      0       0      M  (65,75]     Single          Foreman
## 6498    1     0      1       0      F  [15,25]     Single       Management
## 3867    0     1      1       1      M  (35,45]    Married  Manual labourer
## 5054    0     0      0       0      F  (65,75]    Married         Employee
## 4689    1     0      0       0      M  (45,55]     Single       Management
## 1248    0     0      0       1      F  (25,35]   Divorcee         Employee
## 4395    0     0      0       0      F  (55,65]     Single          Foreman
## 1318    0     0      0       0      F  (75,85]    Widower          Foreman
## 188     0     0      0       0      M  [15,25]     Single         Employee
## 465     1     0      0       0      F  (55,65]    Married         Employee
## 2494    1     1      0       0      F  (35,45]    Married       Management
## 5697    1     1      0       0      F  (25,35]    Married         Employee
## 4062    0     1      1       0      M  (55,65]   Divorcee       Management
## 5473    0     0      0       0      M  (75,85]    Married  Manual labourer
## 1022    0     0      0       0      F  (35,45]    Married         Employee
## 5920    0     1      1       1      M  (55,65]    Married  Manual labourer
## 3245    0     0      0       0      M  (35,45]    Married       Technician
## 3882    0     0      0       0      M  (25,35]    Married       Technician
## 3521    0     1      0       0      M  (55,65]   Divorcee  Manual labourer
## 537     1     0      0       0      F  (55,65]    Married         Employee
## 5706    1     0      0       0      F  (55,65]    Married         Employee
## 2414    0     0      0       0      M  (65,75]    Married         Employee
## 3334    0     1      0       0      M  (35,45]  Remarried  Manual labourer
## 4965    1     1      1       0      F  (55,65]    Married          Foreman
## 4685    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2606    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 4699    0     0      0       0      F  (45,55]    Married         Employee
## 3695    0     0      0       0      F  (45,55]    Married         Employee
## 3478    0     0      0       0      F  (35,45]    Married         Employee
## 1452    0     1      0       1      F  (35,45]    Married         Employee
## 4315    0     0      0       0      F  (25,35]   Divorcee         Employee
## 3030    1     1      0       0      M  (35,45]    Married       Management
## 5574    0     0      0       0      M  (55,65]    Married            Other
## 2323    1     0      1       0      F  (45,55]    Married         Employee
## 4246    1     0      1       0      M  (45,55]    Married  Manual labourer
## 6748    0     0      0       0      F  (25,35]     Single         Employee
## 2057    1     1      1       0      M  (55,65]    Married       Management
## 5883    0     1      1       1      F  (45,55]    Married         Employee
## 2024    0     0      0       0      M  (55,65]     Single  Manual labourer
## 5476    0     0      0       0      F  (45,55]   Divorcee         Employee
## 773     0     0      0       0      F  (45,55]    Married         Employee
## 2252    1     0      0       0      F  (35,45]     Single         Employee
## 6600    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4053    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5609    0     0      0       0      F  (35,45]    Married         Employee
## 1881    0     1      0       0      M  (55,65]    Married          Foreman
## 373     0     0      0       0      F  (45,55]     Single         Employee
## 90      1     1      0       0      M  (25,35]     Single         Employee
## 2994    0     0      0       0      F  [15,25]     Single         Employee
## 6415    0     0      0       0      F  (55,65]    Married         Employee
## 3828    0     0      0       0      M  (35,45]    Married Unskilled worker
## 4509    1     0      0       0      M  (35,45]    Married       Technician
## 2996    0     0      0       0      F  (45,55]     Single  Manual labourer
## 5686    0     0      1       0      F  (65,75]    Married         Employee
## 2644    0     0      0       0      M  (35,45]    Married Unskilled worker
## 3078    1     0      0       0      M  (35,45]    Married       Management
## 2278    1     1      0       0      F  (45,55]  Remarried  Manual labourer
## 6619    1     1      1       0      M  [15,25]     Single  Manual labourer
## 3601    0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 6771    1     0      0       0      M  [15,25]     Single  Manual labourer
## 5617    0     1      0       0      F  (45,55]    Married         Employee
## 241     1     1      0       0      F  (45,55]    Married         Employee
## 2946    1     0      1       0      M  (45,55]    Married          Foreman
## 6816    0     0      0       0      M  (45,55]     Single         Employee
## 6620    0     0      0       0      F  (45,55]   Divorcee            Other
## 108     1     1      0       0      M  (65,75]    Married       Management
## 3780    0     1      0       1      M  (55,65]    Widower         Employee
## 3211    0     0      0       0      M  (55,65]  Remarried       Technician
## 6705    0     0      0       0      F  (25,35]     Single         Employee
## 5371    0     0      0       0      F  (65,75]    Widower         Employee
## 4586    0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 513     1     1      0       1      F  (45,55]   Divorcee       Management
## 5501    1     0      0       1      M  (35,45]     Single  Manual labourer
## 3612    1     0      1       0      M  (75,85]    Married          Foreman
## 2969    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 2906    0     0      0       0      F  (35,45]    Married         Employee
## 3151    0     0      0       0      M  (65,75]    Married  Manual labourer
## 552     0     0      0       0      M  (45,55]    Married  Manual labourer
## 2582    0     0      0       1      M  (35,45]    Married  Manual labourer
## 5885    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 777     0     1      0       1      M  (35,45]    Married          Foreman
## 2428    0     0      0       0      M  (45,55]    Married         Employee
## 5859    1     0      0       0      F  (55,65]    Married         Employee
## 1377    0     0      0       0      M  (65,75]    Married          Foreman
## 5480    1     0      0       1      F  [15,25]     Single         Employee
## 5526    0     0      0       0      F  (65,75]    Widower         Employee
## 6540    0     1      0       0      F (85,100]    Widower          Foreman
## 3599    0     0      0       0      F  (55,65]    Married  Manual labourer
## 3588    0     0      0       0      F  [15,25]     Single  Manual labourer
## 4638    1     0      0       0      F  (35,45]    Married         Employee
## 5521    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6129    0     0      0       0      F  (55,65]    Widower          Foreman
## 1625    1     1      0       0      M  (65,75]    Married         Employee
## 3888    0     0      0       0      F  (45,55]    Married  Manual labourer
## 1094    0     0      0       0      M  (45,55]    Married       Management
## 2222    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1280    0     1      0       1      F  (45,55]  Remarried       Management
## 6830    0     0      0       0      F  (55,65]    Married          Foreman
## 1751    1     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 2303    0     1      0       0      F  (25,35]     Single            Other
## 3317    1     0      0       0      M  (25,35]     Single          Foreman
## 4495    0     0      0       0      M  (55,65]    Married         Employee
## 6125    0     0      0       0      M  (35,45]     Single         Employee
## 432     0     0      0       0      F  (55,65]    Married         Employee
## 1521    1     0      0       1      F  (25,35]     Single  Manual labourer
## 1147    1     1      0       1      F  (35,45]   Divorcee         Employee
## 4706    0     1      0       0      F  (65,75]    Married       Management
## 3485    0     0      0       0      M  [15,25]     Single         Employee
## 4325    0     0      0       0      F  (45,55]    Married         Employee
## 3267    0     0      0       0      F  (55,65]    Married Unskilled worker
## 4979    0     0      0       0      F  (35,45]    Married       Management
## 1627    0     0      0       1      M  (65,75]    Married  Manual labourer
## 4688    0     0      0       0      M  (35,45]   Divorcee          Foreman
## 3774    1     0      0       1      M  (35,45]   Divorcee         Employee
## 4769    0     0      0       0      F  (35,45]     Single         Employee
## 2449    0     0      0       0      F  (25,35]    Married         Employee
## 1093    0     1      0       0      M  (25,35]     Single  Manual labourer
## 1816    1     0      0       0      F  (25,35]     Single         Employee
## 2713    1     0      0       0      F  (75,85]    Widower Unskilled worker
## 5397    0     0      0       1      M  (25,35]    Married  Manual labourer
## 6588    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3871    1     1      1       0      F  (65,75]    Married       Technician
## 6062    1     1      0       0      F  (55,65]    Married          Foreman
## 4974    1     0      0       0      M  (25,35]     Single  Manual labourer
## 5070    1     1      0       0      F  (55,65]    Widower Unskilled worker
## 2989    1     0      0       0      M  (35,45]    Married          Foreman
## 1913    1     1      0       0      F  (25,35]    Married         Employee
## 6701    0     0      0       0      F  [15,25]     Single         Employee
## 4525    1     1      0       0      M  (35,45]     Single         Employee
## 1545    1     1      1       0      F  (45,55]  Remarried       Management
## 318     1     1      0       0      F  (75,85]    Married       Management
## 3779    0     0      0       0      M  (45,55]  Remarried       Management
## 5410    0     0      1       0      M  [15,25]     Single         Employee
## 2034    1     1      0       0      F  (45,55]    Married         Employee
## 4248    0     1      0       1      M  (45,55]     Single  Manual labourer
## 1569    0     1      0       0      F  (55,65]    Married         Employee
## 5727    0     0      0       0      F  (25,35]     Single         Employee
## 6766    0     0      0       1      M  (55,65]    Married         Employee
## 6622    0     0      1       0      M  (75,85]    Married       Technician
## 6535    0     1      0       0      F  (55,65]    Married         Employee
## 2817    0     1      0       0      M  (25,35]    Married  Manual labourer
## 3097    0     0      0       0      M  (35,45]     Single         Employee
## 5465    1     0      0       0      F  (55,65]    Married Unskilled worker
## 5655    1     1      1       0      F  (65,75]   Divorcee       Management
## 752     0     1      0       0      M  (25,35]   Divorcee         Employee
## 4716    1     0      0       0      M  [15,25]     Single         Employee
## 6220    0     1      0       1      M  (25,35]    Married Unskilled worker
## 5603    0     0      1       0      M  (45,55]     Single       Technician
## 803     1     0      0       0      F  (35,45]    Married       Management
## 2789    0     1      1       1      F  (55,65]   Divorcee         Employee
## 6331    0     1      0       0      F  (35,45]  Remarried            Other
## 1587    1     0      0       0      F  (35,45]  Remarried         Employee
## 4538    0     0      0       0      M  (35,45]  Remarried  Manual labourer
## 1096    0     0      0       0      F  (35,45]   Divorcee         Employee
## 3406    1     1      0       0      M  (35,45]    Married  Manual labourer
## 5542    1     1      0       0      M  (45,55]    Married       Management
## 5430    1     0      0       0      M  (35,45]    Married  Manual labourer
## 178     1     1      0       0      M  (25,35]    Married       Management
## 652     1     1      1       0      F  (25,35]     Single       Management
## 2424    1     0      0       0      M  (45,55]     Single       Management
## 2681    0     0      0       1      M  (25,35]    Married  Manual labourer
## 5269    1     0      1       1      F  (35,45]    Married         Employee
## 3369    0     0      0       0      M  (75,85]    Widower            Other
## 894     1     0      1       1      F  (25,35]     Single         Employee
## 843     1     1      1       0      M  (45,55]     Single       Management
## 5046    0     0      0       0      F  (35,45]    Married            Other
## 948     0     1      0       0      M  (45,55]    Married          Foreman
## 4516    0     1      0       0      F  [15,25]    Married         Employee
## 1353    0     1      1       0      F  (25,35]    Married         Employee
## 1332    1     0      0       0      M  (55,65]    Married       Management
## 5169    0     0      0       0      F  [15,25]     Single         Employee
## 3222    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2660    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2922    0     0      0       0      F  (65,75]    Widower         Employee
## 1712    1     1      0       0      F  (45,55]    Married         Employee
## 4703    0     0      0       0      F  (65,75]    Married Unskilled worker
## 289     0     0      0       0      M  (55,65]  Remarried         Employee
## 4406    0     1      0       0      M  (65,75]    Married  Manual labourer
## 5384    1     0      0       0      M  (35,45]    Married       Technician
## 4350    0     0      0       0      F  (25,35]     Single Unskilled worker
## 2490    0     1      0       0      F  (45,55]    Married          Foreman
## 1626    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3171    1     0      0       0      F  (65,75]    Married         Employee
## 2521    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1342    0     0      1       0      M  (55,65]    Married          Foreman
## 4165    1     0      1       0      M  (35,45]    Married  Manual labourer
## 1730    0     1      1       1      F  (45,55]    Married Unskilled worker
## 6007    0     0      0       0      M  (25,35]    Married  Manual labourer
## 4481    1     1      1       0      M  (55,65]    Married       Management
## 3568    1     1      0       0      M  (45,55]    Married       Management
## 4757    0     0      0       0      M  (35,45]     Single         Employee
## 5627    1     0      0       0      M  (35,45]     Single       Management
## 1704    1     0      0       0      M  (35,45]    Married       Management
## 999     0     1      0       0      M  (35,45]     Single  Manual labourer
## 4532    0     0      0       0      F  [15,25]     Single         Employee
## 5033    0     0      0       0      F  [15,25]     Single         Employee
## 613     1     1      0       0      M  (25,35]     Single  Manual labourer
## 1481    0     1      0       0      M  (35,45]    Married       Management
## 2762    0     0      0       0      M  (45,55]    Married  Manual labourer
## 635     1     0      0       0      M  (55,65]  Remarried       Technician
## 3991    0     1      0       0      M  (35,45]    Married       Management
## 4023    1     1      0       0      M  (65,75]  Remarried       Technician
## 5301    0     0      0       1      F  (45,55]   Divorcee         Employee
## 4429    0     0      0       0      F  (45,55]    Married         Employee
## 3858    0     0      0       1      M  (25,35]     Single  Manual labourer
## 3273    0     0      0       0      M  (55,65]     Single  Manual labourer
## 904     0     1      0       0      M  (55,65]    Married       Management
## 4405    0     1      0       0      M  (55,65]    Married         Employee
## 1933    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5733    1     0      0       0      M  (45,55]  Remarried         Employee
## 1986    0     0      0       0      F  (45,55]    Married  Manual labourer
## 2391    0     0      0       1      F  (35,45]    Married Unskilled worker
## 3011    0     1      0       1      M  (55,65]    Married          Foreman
## 2004    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 4570    1     1      0       0      M  (55,65]   Divorcee         Employee
## 2836    0     1      0       0      F  (35,45]   Divorcee         Employee
## 3645    1     1      1       0      F  (25,35]    Married         Employee
## 6864    0     1      0       1      F  (55,65]   Divorcee       Technician
## 297     1     1      0       0      F  (65,75]    Widower          Foreman
## 2440    0     0      0       1      M  (25,35]     Single         Employee
## 477     0     1      0       0      M  (45,55]    Married          Foreman
## 2322    0     0      0       0      M  (55,65]   Divorcee       Management
## 5130    0     1      0       0      M  (75,85]    Married         Employee
## 1802    1     0      0       0      M  (25,35]   Divorcee  Manual labourer
## 4933    1     0      1       0      F  [15,25]     Single       Management
## 4691    0     0      0       0      M  (75,85]    Married          Foreman
## 158     1     0      0       0      F  (25,35]     Single          Foreman
## 5905    0     1      0       0      F  (55,65]    Married  Manual labourer
## 1944    0     0      1       0      M  (45,55]    Married  Manual labourer
## 4814    1     1      1       0      M  (25,35]     Single       Technician
## 2643    0     0      0       0      M  [15,25]     Single  Manual labourer
## 760     0     0      0       0      M  (25,35]     Single  Manual labourer
## 1800    0     0      0       0      M  (45,55]   Divorcee       Management
## 1407    0     0      0       0      F  (35,45]    Married         Employee
## 138     1     1      0       0      F  (45,55]    Married       Management
## 473     0     0      0       0      F  (65,75]    Married         Employee
## 118     0     0      0       0      F  (45,55]    Widower          Foreman
## 5178    0     0      0       0      F  (45,55]    Married         Employee
## 5261    1     1      1       0      F  [15,25]     Single         Employee
## 4796    0     1      1       0      F  (35,45]   Divorcee       Management
## 3872    0     0      0       0      M  (55,65]    Married Unskilled worker
## 4845    1     1      0       0      M  (45,55]  Remarried          Foreman
## 4653    0     0      0       0      M  (25,35]    Married       Management
## 5889    0     0      0       1      M  (45,55]     Single Unskilled worker
## 4565    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 5491    1     1      0       0      M  (45,55]     Single         Employee
## 6455    1     1      0       1      M  (35,45]     Single  Manual labourer
## 3597    0     1      0       0      F  (35,45]    Married         Employee
## 827     0     0      0       0      M  (25,35]    Married  Manual labourer
## 4120    1     0      0       0      F  (25,35]    Married       Technician
## 6102    0     1      1       0      F  (45,55]   Divorcee          Foreman
## 3469    0     0      0       0      F  (35,45]   Divorcee         Employee
## 5644    0     0      0       0      M  (45,55]    Married Unskilled worker
## 1651    0     0      0       0      F  (65,75]    Married         Employee
## 6271    1     1      1       0      F  (25,35]     Single       Management
## 4505    0     0      0       0      F  [15,25]     Single         Employee
## 2558    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2319    1     1      1       0      F  (35,45]    Married         Employee
## 3988    0     1      0       0      F  (45,55]    Married         Employee
## 1391    0     0      0       0      M  (25,35]     Single       Technician
## 2856    0     0      0       0      M  (25,35]     Single         Employee
## 1203    1     1      0       0      M  (45,55]     Single       Management
## 3119    0     0      0       0      F  [15,25]     Single       Technician
## 2451    0     1      0       0      M  (55,65]    Widower         Employee
## 4819    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5315    0     0      0       0      M  [15,25]     Single Unskilled worker
## 1533    0     0      0       0      M (85,100]    Widower Unskilled worker
## 1706    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4328    1     0      0       0      F  (25,35]     Single          Foreman
## 3462    0     0      0       0      F  (25,35]     Single         Employee
## 22      1     1      1       0      F  (25,35]     Single       Management
## 561     0     0      0       0      F  (25,35]     Single         Employee
## 139     0     0      0       0      F  (65,75]    Married       Management
## 1737    1     1      0       1      F  (55,65]    Married         Employee
## 1149    0     0      0       0      F  (35,45]     Single         Employee
## 4809    0     0      0       0      M  [15,25]    Married         Employee
## 1807    0     0      0       0      F  (55,65]  Remarried       Technician
## 4916    0     0      0       0      M  (65,75]    Married  Manual labourer
## 5675    1     1      0       0      F  (35,45]     Single       Management
## 2037    0     1      0       0      M  (35,45]    Married            Other
## 1476    0     0      0       0      M  (55,65]   Divorcee          Foreman
## 5692    0     0      0       0      F  (55,65]    Married         Employee
## 5074    0     0      0       0      M  (65,75]    Married         Employee
## 586     0     0      1       0      F  (35,45]   Divorcee         Employee
## 4768    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 6420    1     0      0       0      F  (65,75]    Married         Employee
## 2700    1     0      0       0      F  (45,55]   Divorcee         Employee
## 686     0     0      0       0      F  (45,55]    Married Unskilled worker
## 418     0     0      0       0      M  (25,35]     Single Unskilled worker
## 805     0     0      0       0      M  (25,35]     Single  Manual labourer
## 4394    1     0      0       1      F  (35,45]     Single         Employee
## 626     0     0      0       0      F  [15,25]     Single         Employee
## 4262    1     1      0       0      M  (25,35]    Married          Foreman
## 5220    0     0      1       0      F  [15,25]     Single Unskilled worker
## 6380    0     0      1       0      F  (35,45]     Single         Employee
## 1118    0     0      0       0      M  [15,25]     Single          Foreman
## 6793    0     0      0       0      M  (45,55]    Married       Technician
## 3443    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 591     1     0      0       0      M  (35,45]    Married         Employee
## 786     0     0      0       0      M  (55,65]    Married            Other
## 4130    1     1      0       0      M  (25,35]    Married          Foreman
## 4572    0     0      0       1      M  (35,45]    Married  Manual labourer
## 2529    0     0      1       0      M  (35,45]  Remarried  Manual labourer
## 3095    1     0      0       0      M  (25,35]    Married          Foreman
## 475     0     1      0       0      M  (75,85]    Married       Management
## 4089    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1851    0     0      1       0      F  (45,55]    Married          Foreman
## 2073    0     0      1       0      F  (35,45]    Married  Manual labourer
## 4799    0     0      0       0      F  (35,45]     Single  Manual labourer
## 2592    0     0      0       0      F  (55,65]    Married         Employee
## 2385    1     0      0       0      F  (75,85]    Widower         Employee
## 6288    0     0      1       0      M  (35,45]    Married         Employee
## 6108    1     0      1       0      M  [15,25]     Single  Manual labourer
## 2065    1     0      0       0      F  (55,65]   Divorcee         Employee
## 2372    0     0      1       0      F  (25,35]     Single         Employee
## 1360    1     1      0       0      F  (35,45]    Married         Employee
## 5568    0     0      1       0      M  (25,35]    Married       Management
## 3434    0     1      0       0      M  (35,45]   Divorcee       Management
## 8       1     0      0       0      F  [15,25]     Single         Employee
## 2155    1     1      1       0      M  (45,55]    Married       Management
## 5189    0     1      0       0      M  (55,65]    Married Unskilled worker
## 6109    0     0      0       0      F  (35,45]    Married         Employee
## 6059    0     0      0       0      M  (35,45]   Divorcee         Employee
## 900     0     1      0       0      F  (35,45]    Married         Employee
## 3277    1     0      0       0      F  (65,75]    Married         Employee
## 5443    1     0      1       0      F  (55,65]    Widower         Employee
## 363     0     0      0       0      F  (65,75]    Widower  Manual labourer
## 3287    0     1      0       1      F  (55,65]     Single       Management
## 5875    1     0      0       0      M  (55,65]    Married       Technician
## 5087    0     0      0       1      M  (55,65]    Married Unskilled worker
## 3730    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6093    1     1      0       0      F  [15,25]     Single Unskilled worker
## 2056    0     0      0       0      M  (45,55]    Married          Foreman
## 3543    0     0      0       0      F  (45,55]    Married          Foreman
## 1610    0     1      0       0      F  (35,45]    Married       Management
## 63      0     1      0       0      F  (45,55]     Single         Employee
## 6786    0     0      1       0      M  (65,75]    Married         Employee
## 412     1     1      0       0      F  (75,85]    Widower         Employee
## 604     0     0      0       0      F  (65,75]  Remarried         Employee
## 633     0     1      0       1      M  (45,55]    Married  Manual labourer
## 691     1     0      0       0      F  (55,65]    Married         Employee
## 1656    0     0      0       0      M  (35,45]   Divorcee       Management
## 3640    1     1      0       0      F  (55,65]    Married       Management
## 3482    1     0      0       0      M  (45,55]    Married       Management
## 2653    0     0      0       1      F  (45,55]    Married  Manual labourer
## 5076    0     0      0       0      F  (45,55]    Widower         Employee
## 3372    0     0      0       0      F  (75,85]  Remarried            Other
## 5252    0     1      0       0      F  (35,45]    Married         Employee
## 3878    0     0      0       1      F  (55,65]    Married Unskilled worker
## 6518    0     0      0       0      M  (45,55]  Remarried       Management
## 1583    0     1      0       0      M  (25,35]     Single  Manual labourer
## 3903    0     0      1       0      F  (55,65]   Divorcee  Manual labourer
## 6128    0     0      0       0      F  (35,45]    Married         Employee
## 216     1     0      0       0      M  [15,25]     Single         Employee
## 1914    1     0      0       0      F  (55,65]    Married  Manual labourer
## 1888    1     1      1       0      M  [15,25]     Single       Technician
## 2250    0     0      0       0      M  (25,35]    Married         Employee
## 6484    1     1      0       0      F  (45,55]   Divorcee          Foreman
## 278     1     1      0       0      F  (25,35]    Widower         Employee
## 5524    0     0      0       0      F  (45,55]    Married  Manual labourer
## 5369    1     1      0       0      F  (55,65]    Married         Employee
## 40      1     0      0       0      M  (45,55]    Married Unskilled worker
## 5602    0     0      0       0      M  (45,55]     Single  Manual labourer
## 4600    0     0      0       0      F  (45,55]    Married Unskilled worker
## 3674    1     1      1       0      F  (25,35]    Married       Management
## 1450    0     0      0       0      F  (55,65]   Divorcee         Employee
## 218     1     0      1       1      M  [15,25]     Single Unskilled worker
## 262     1     1      0       0      M  (45,55]   Divorcee         Employee
## 6613    1     0      0       0      M  (35,45]  Remarried  Manual labourer
## 3048    0     0      0       0      F  (25,35]    Married Unskilled worker
## 6133    1     1      0       0      F  (45,55]    Married         Employee
## 2526    0     0      0       0      M  (75,85]    Married Unskilled worker
## 3354    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 5579    0     0      0       1      M  (35,45]    Married         Employee
## 1419    0     1      0       0      F  (45,55]  Remarried         Employee
## 5094    0     0      0       0      M  (45,55]     Single Unskilled worker
## 6550    1     0      0       0      F  (25,35]    Married         Employee
## 4210    1     0      0       0      M  (35,45]    Married  Manual labourer
## 5399    0     0      0       0      M  (45,55]    Married          Foreman
## 78      0     0      0       0      M  (75,85]  Remarried  Manual labourer
## 5792    0     0      1       0      M  [15,25]     Single         Employee
## 3355    0     0      0       0      M  (25,35]    Married          Foreman
## 2434    1     1      0       0      M  (35,45]    Married  Manual labourer
## 921     0     0      0       0      F  (45,55]    Married         Employee
## 4651    0     0      0       0      M  (55,65]    Married       Management
## 3004    0     0      0       0      M  (65,75]  Remarried          Foreman
## 1559    0     1      0       0      F  (65,75]    Widower         Employee
## 6348    1     0      1       0      M  (65,75]    Married          Foreman
## 6183    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 6858    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4254    1     1      1       0      M  (25,35]    Married         Employee
## 2792    1     0      1       1      M  (25,35]   Divorcee         Employee
## 4473    0     0      0       0      M  (55,65]     Single         Employee
## 2084    0     0      0       0      M  (45,55]    Married  Manual labourer
## 701     1     1      0       0      F  (45,55]  Remarried         Employee
## 863     0     0      0       1      M  (45,55]   Divorcee  Manual labourer
## 1325    1     1      1       0      M  (35,45]     Single       Management
## 2559    0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 380     0     0      0       0      F  (35,45]    Married         Employee
## 4359    0     0      0       0      F  (65,75]    Married          Foreman
## 4547    1     1      1       0      F  (25,35]     Single         Employee
## 1852    0     0      0       0      F  (35,45]    Married         Employee
## 3201    0     0      0       0      F  (35,45]    Married  Manual labourer
## 6745    0     0      0       0      M  (35,45]    Married Unskilled worker
## 1631    0     0      1       0      F  (55,65]    Married         Employee
## 5117    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1370    0     0      0       0      M  (45,55]    Married       Management
## 4357    0     0      0       0      M  (55,65]    Married       Management
## 1121    1     0      0       0      F  (25,35]     Single         Employee
## 6180    0     0      0       0      M  (65,75]     Single         Employee
## 2581    1     0      0       0      F  [15,25]     Single         Employee
## 5088    0     0      0       0      M  (65,75]    Married  Manual labourer
## 142     0     0      0       0      M  (25,35]     Single         Employee
## 580     0     0      0       0      F  (45,55]   Divorcee         Employee
## 5122    0     1      0       1      M  (45,55]    Married       Technician
## 2188    0     0      0       0      F  (25,35]     Single  Manual labourer
## 2733    0     0      0       0      M  (35,45]    Married Unskilled worker
## 6678    0     0      0       0      F  (35,45]    Married         Employee
## 101     0     0      0       0      M  (55,65]     Single       Technician
## 2929    0     0      1       1      M  [15,25]     Single Unskilled worker
## 6438    0     0      0       0      M  (55,65]    Married         Employee
## 98      1     1      1       0      M  (25,35]     Single       Management
## 2111    1     1      0       0      M  (45,55]    Married       Management
## 611     0     1      0       0      M  (25,35]     Single         Employee
## 2590    0     1      1       1      F  (35,45]    Married         Employee
## 4215    1     1      0       0      F  (45,55]    Married       Management
## 2007    0     1      1       0      F  (55,65]    Widower         Employee
## 1460    0     0      0       0      M  (65,75]    Married          Foreman
## 5423    0     0      0       0      F  (65,75]    Married  Manual labourer
## 3001    0     0      0       0      F  (35,45]    Married Unskilled worker
## 4412    0     0      0       0      M  (25,35]     Single         Employee
## 5270    0     0      1       0      F  (45,55]  Remarried  Manual labourer
## 5860    0     0      0       0      F  (55,65]    Married          Foreman
## 3686    1     1      1       1      F  (25,35]     Single       Management
## 5138    0     0      0       0      F  (55,65]    Married Unskilled worker
## 6636    0     0      0       0      F  (25,35]     Single          Foreman
## 5554    1     0      0       0      M  (35,45]    Married       Technician
## 6218    1     1      0       0      F  (25,35]     Single       Management
## 3069    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4161    1     0      0       1      F  (25,35]     Single         Employee
## 1747    1     1      0       0      F  (35,45]     Single         Employee
## 963     1     1      0       0      F  (35,45]     Single         Employee
## 6418    1     1      0       0      F  (45,55]    Widower          Foreman
## 487     0     0      0       0      M  (25,35]    Married       Management
## 1383    0     1      0       0      M  (35,45]    Married          Foreman
## 4734    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 753     1     1      0       0      M  (45,55]    Married       Management
## 5954    1     1      1       1      F  (35,45]    Married         Employee
## 965     0     0      0       0      M  (25,35]    Married Unskilled worker
## 170     1     0      0       0      F (85,100]     Single         Employee
## 5910    0     1      1       0      F  (35,45]    Married            Other
## 1708    0     0      0       0      M  (55,65]    Married Unskilled worker
## 5403    0     0      0       0      M  (25,35]     Single       Technician
## 6178    0     1      0       0      F  (45,55]   Divorcee         Employee
## 4827    0     0      0       0      F  (35,45]  Remarried          Foreman
## 1173    1     1      0       0      F  (25,35]     Single          Foreman
## 3395    1     1      1       0      F  (45,55]    Married         Employee
## 1879    0     0      0       0      M  (25,35]     Single         Employee
## 4589    0     0      0       0      F  (35,45]  Remarried  Manual labourer
## 4049    0     1      0       0      F  (65,75]    Married         Employee
## 3214    1     1      1       0      M  (35,45]     Single       Technician
## 5975    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5635    1     1      1       0      F  (35,45]    Married       Management
## 5447    0     0      0       0      F  (45,55]    Married            Other
## 5464    0     0      1       1      F  (45,55]    Widower         Employee
## 6308    0     0      0       0      F  (65,75]    Married         Employee
## 6714    0     0      0       0      M  (45,55]     Single Unskilled worker
## 3720    0     1      0       0      M  (55,65]    Married  Manual labourer
## 6565    0     0      0       0      F  (75,85]    Widower         Employee
## 1344    1     0      1       0      M  (25,35]     Single       Management
## 6330    1     0      0       0      F  (55,65]    Married       Management
## 548     0     0      0       0      F  (75,85]    Widower  Manual labourer
## 3065    0     0      0       1      F  (45,55]    Married         Employee
## 6594    0     0      0       0      F (85,100]    Widower            Other
## 368     0     0      0       0      M  (45,55]    Married  Manual labourer
## 398     0     0      0       0      M  (25,35]    Married       Technician
## 3476    0     0      0       1      M  [15,25]     Single  Manual labourer
## 5267    0     1      0       0      F  [15,25]     Single Unskilled worker
## 4249    1     1      1       0      M  (25,35]     Single  Manual labourer
## 4129    1     0      0       0      F  (65,75]    Widower Unskilled worker
## 4963    0     1      0       0      F  (45,55]     Single         Employee
## 4018    0     0      0       0      F  (25,35]    Married         Employee
## 143     1     1      1       0      M  (25,35]     Single       Management
## 6105    0     0      0       0      F  (65,75]   Divorcee         Employee
## 5276    1     1      0       0      F  (45,55]  Remarried          Foreman
## 169     0     0      0       0      M  (55,65]    Married         Employee
## 2752    0     0      0       0      F  [15,25]     Single         Employee
## 423     0     0      1       1      F  (25,35]    Married       Technician
## 3399    1     1      1       0      F  (45,55]  Remarried       Management
## 4885    0     0      0       0      M  (55,65]    Married          Foreman
## 720     0     0      0       1      M  [15,25]     Single Unskilled worker
## 1531    0     0      1       0      M  (35,45]     Single         Employee
## 2062    0     0      0       0      F  (55,65]    Married         Employee
## 3795    1     0      0       0      F  (45,55]    Married Unskilled worker
## 6534    0     0      1       0      F  (45,55]    Married         Employee
## 1769    0     0      0       1      M  (35,45]    Married          Foreman
## 729     0     1      0       1      F  (55,65]    Married         Employee
## 3145    0     0      0       1      M  (45,55]     Single Unskilled worker
## 4520    0     0      0       0      F  (45,55]    Widower Unskilled worker
## 3320    1     0      0       0      F  (55,65]    Widower Unskilled worker
## 4404    0     1      1       0      M  (45,55]    Married            Other
## 4435    0     0      0       0      F  (45,55]    Married         Employee
## 4341    0     1      0       0      F  (35,45]     Single         Employee
## 5978    0     0      0       0      M  (35,45]    Married  Manual labourer
## 646     0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 5687    0     0      0       0      M  (45,55]   Divorcee       Technician
## 3008    1     1      1       1      F  (35,45]   Divorcee         Employee
## 4268    0     1      1       1      M  (35,45]    Married       Management
## 5977    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 617     1     0      0       0      M  (45,55]    Married       Management
## 1827    1     0      0       0      F  (35,45]    Married            Other
## 6727    0     0      0       0      M  (35,45]    Married Unskilled worker
## 2740    0     0      0       0      F  (55,65]    Married         Employee
## 2388    0     0      1       1      M  (45,55]  Remarried       Technician
## 734     1     1      0       0      M  (35,45]   Divorcee          Foreman
## 992     0     0      0       0      F  (45,55]  Remarried         Employee
## 851     1     0      0       0      M  (35,45]    Married       Management
## 2896    0     0      0       0      F  (35,45]    Married         Employee
## 151     1     1      0       0      M  (35,45]    Married          Foreman
## 3978    0     0      0       0      M  (35,45]    Married Unskilled worker
## 4065    1     0      1       0      F  (45,55]     Single          Foreman
## 299     0     0      0       0      M  (65,75]    Married Unskilled worker
## 5832    1     0      0       0      F  (55,65]    Married       Management
## 1902    0     1      0       0      F  (35,45]   Divorcee         Employee
## 6820    0     0      0       0      F  (65,75]    Married         Employee
## 746     0     0      1       0      M  [15,25]     Single Unskilled worker
## 3585    0     0      0       0      F  (35,45]    Widower  Manual labourer
## 2541    1     0      0       0      F  (25,35]    Married         Employee
## 1364    0     0      0       0      M  (25,35]    Married       Technician
## 1884    0     0      0       0      M  (25,35]    Married         Employee
## 2542    0     0      0       0      F  (45,55]   Divorcee            Other
## 1161    1     0      0       0      F  (55,65]    Widower         Employee
## 1263    1     1      0       0      F  (45,55]    Married          Foreman
## 3539    0     1      0       0      M  (25,35]    Married         Employee
## 6161    0     0      0       0      M  (75,85]    Widower          Foreman
## 3310    0     0      1       0      F  (55,65]    Married         Employee
## 6709    0     0      0       0      F  [15,25]     Single       Technician
## 4853    0     0      1       0      M  (55,65]    Married         Employee
## 1346    0     0      0       0      F  (65,75]    Widower         Employee
## 6657    0     0      0       0      M  (45,55]    Married  Manual labourer
## 600     0     0      0       0      M  (25,35]     Single         Employee
## 6548    0     0      0       0      F  (65,75]     Single Unskilled worker
## 5022    0     0      0       0      F  (45,55]   Divorcee       Technician
## 750     1     1      0       0      M  (45,55]     Single       Management
## 6261    0     0      0       0      F  (65,75]    Married         Employee
## 6772    0     0      0       0      F  (45,55]    Married         Employee
## 6739    0     0      0       0      M  (35,45]   Divorcee Unskilled worker
## 1319    0     0      0       0      M  (55,65]    Married       Management
## 6602    1     1      0       0      M  (35,45]    Married       Technician
## 421     0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 5030    0     1      0       0      M  (55,65]    Married       Management
## 4607    0     0      0       1      F  (45,55]    Married         Employee
## 1509    1     0      0       0      F  (25,35]     Single         Employee
## 1847    1     1      0       0      F  (45,55]    Married         Employee
## 767     0     0      0       0      F  (75,85]    Widower Unskilled worker
## 2804    0     0      0       0      F  (45,55]   Divorcee Unskilled worker
## 3567    0     1      0       1      F  (25,35]     Single       Management
## 5172    0     1      0       1      F  (75,85]    Widower          Foreman
## 3714    1     0      0       0      M  (75,85]    Married  Manual labourer
## 4952    1     1      1       0      F  (25,35]     Single       Management
## 4153    0     0      1       1      F  (25,35]     Single       Technician
## 2457    1     0      0       0      F  (25,35]    Married       Technician
## 1846    1     0      0       0      F  [15,25]    Married         Employee
## 493     1     0      0       0      F  (35,45]     Single Unskilled worker
## 653     1     1      1       0      F  (45,55]    Married       Management
## 550     0     0      0       0      F  (65,75]    Married         Employee
## 1833    0     0      0       0      M  (75,85]    Married       Management
## 4304    0     1      0       0      F  (35,45]   Divorcee         Employee
## 4110    0     0      1       1      F  (65,75]    Widower Unskilled worker
## 5333    0     0      0       0      M  (25,35]     Single       Management
## 2093    0     1      1       0      F  (35,45]     Single          Foreman
## 6894    0     0      0       0      M  (25,35]     Single         Employee
## 5583    0     0      0       0      M  [15,25]     Single       Technician
## 5294    0     0      0       0      M  (45,55]    Married         Employee
## 2897    0     1      1       0      M  (25,35]    Married          Foreman
## 3777    0     1      0       0      F  (25,35]    Married         Employee
## 1404    1     0      0       0      F  (65,75]    Widower         Employee
## 5837    1     1      1       0      M  (25,35]     Single         Employee
## 4987    0     0      0       0      M  (55,65]    Married       Management
## 4073    1     0      1       0      F  (45,55]    Married         Employee
## 1526    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1388    0     0      0       0      M  (45,55]    Married Unskilled worker
## 957     0     0      0       0      F  (45,55]   Divorcee         Employee
## 1945    0     1      0       0      F  (45,55]    Married       Management
## 1270    1     0      0       1      F  (35,45]    Married         Employee
## 1997    0     1      0       0      F  (65,75]   Divorcee          Foreman
## 6340    0     0      0       0      F  [15,25]     Single         Employee
## 6627    0     0      0       0      F  (45,55]    Married Unskilled worker
## 546     0     0      0       0      M  (45,55]    Married            Other
## 4641    0     0      0       0      M  (65,75]    Married            Other
## 6193    0     0      0       1      F  (65,75]     Single Unskilled worker
## 4396    0     0      0       0      F  (65,75]  Remarried  Manual labourer
## 5093    0     0      0       0      F  (55,65]    Married Unskilled worker
## 6229    0     0      0       0      M (85,100]    Married  Manual labourer
## 5370    0     0      0       0      M  (65,75]     Single       Management
## 1145    0     0      0       0      M  (65,75]    Married  Manual labourer
## 336     0     0      0       0      M  (35,45]    Married  Manual labourer
## 13      1     1      0       0      M  (65,75]    Married          Foreman
## 5329    0     0      0       0      M  (35,45]    Married         Employee
## 1963    0     0      0       0      M  (65,75]    Married       Management
## 912     0     1      0       0      F  (35,45]    Married          Foreman
## 5238    0     0      0       0      F  (45,55]    Married         Employee
## 6205    0     0      0       0      F  (55,65]    Married         Employee
## 4464    0     0      0       0      F  (25,35]    Married         Employee
## 5612    1     1      1       1      F  (45,55]    Married         Employee
## 6190    1     1      0       0      F (85,100]     Single            Other
## 1801    1     1      0       1      M  (45,55]    Married       Management
## 3458    0     0      1       1      M  (25,35]    Married          Foreman
## 4693    1     0      0       0      F  (65,75]    Widower         Employee
## 2687    0     0      0       0      F  (45,55]    Married       Management
## 2639    0     0      0       0      M  (25,35]    Married          Foreman
## 721     0     1      0       0      F  (35,45]    Married Unskilled worker
## 4121    1     0      1       0      F  (55,65]    Married         Employee
## 5808    0     0      0       0      F  (55,65]    Married          Foreman
## 3759    0     0      0       0      M  (25,35]    Married         Employee
## 5632    1     1      0       0      M  (65,75]    Married       Management
## 1797    0     0      0       0      F  (55,65]    Widower  Manual labourer
## 5281    0     1      1       0      F  (35,45]    Married         Employee
## 1670    0     1      1       0      F  [15,25]     Single         Employee
## 3880    1     0      0       1      F  (35,45]  Remarried         Employee
## 6076    1     0      0       0      F  (25,35]    Married          Foreman
## 4644    1     1      0       0      M  (55,65]    Married       Management
## 3717    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4971    0     0      0       0      F  (25,35]  Remarried       Management
## 4101    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1053    1     1      1       0      F  (35,45]    Married       Management
## 3352    0     0      0       0      F  (55,65]    Widower         Employee
## 2338    1     0      0       0      F  (25,35]    Married         Employee
## 6150    0     0      0       0      M  (45,55]     Single Unskilled worker
## 5481    0     0      0       0      F  (55,65]    Married         Employee
## 6482    1     1      0       0      M  (55,65]    Married       Management
## 2712    0     0      0       0      F  (35,45]    Married       Management
## 1649    0     0      0       0      F  (55,65]    Married         Employee
## 33      0     0      0       0      M  (75,85]    Widower       Management
## 5593    1     1      1       1      F  (45,55]    Married       Management
## 1633    0     1      0       0      F  (45,55]    Married         Employee
## 866     0     0      0       0      F  (55,65]    Married  Manual labourer
## 567     1     0      0       0      F  (55,65]    Married         Employee
## 3360    0     1      0       0      F  [15,25]    Married         Employee
## 2873    0     0      1       0      F  (65,75]    Widower          Foreman
## 1250    0     1      1       1      M  (75,85]  Remarried       Management
## 2421    0     0      0       1      M  (45,55]    Married  Manual labourer
## 5104    1     0      0       0      F  (45,55]    Widower         Employee
## 3280    1     0      0       1      F  [15,25]     Single         Employee
## 4674    1     1      0       0      F  (25,35]    Married          Foreman
## 5274    0     1      0       0      M  (65,75]    Married         Employee
## 2289    0     0      0       0      M  (65,75]    Married  Manual labourer
## 3154    0     0      0       0      M  (45,55]    Married Unskilled worker
## 455     0     0      0       0      F  (25,35]    Married         Employee
## 1016    1     1      0       0      M  (35,45]    Married       Management
## 1538    0     1      0       0      M  (25,35]    Married  Manual labourer
## 4995    0     0      0       0      F  (55,65]    Married         Employee
## 2819    0     0      0       0      F  (45,55]    Married Unskilled worker
## 3529    1     0      0       1      M  (35,45]    Married  Manual labourer
## 4919    0     0      0       0      M  (45,55]  Remarried         Employee
## 5511    0     0      1       1      M  (35,45]  Remarried  Manual labourer
## 1105    1     1      0       1      F  (55,65]    Widower         Employee
## 2615    1     1      0       0      M  (35,45]    Married       Management
## 400     0     0      0       0      M  (45,55]    Married       Technician
## 6376    0     0      0       0      F  (45,55]     Single       Technician
## 2997    0     1      0       0      F  (25,35]     Single         Employee
## 5585    0     1      0       1      F  (45,55]    Married          Foreman
## 4944    1     0      0       0      M  (65,75]    Married       Management
## 3997    1     0      0       0      F  (45,55]    Married         Employee
## 3225    0     1      0       0      F  (25,35]   Divorcee         Employee
## 1507    0     0      0       0      M  (35,45]  Remarried  Manual labourer
## 4220    1     0      0       0      M  (55,65]    Married       Management
## 2242    0     0      0       0      M  [15,25]    Married  Manual labourer
## 389     0     0      0       0      M  (45,55]    Married  Manual labourer
## 3272    0     0      0       0      F  (65,75]    Widower         Employee
## 5418    0     0      0       0      M  (45,55]     Single  Manual labourer
## 2765    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4146    0     0      0       0      F  (35,45]    Married         Employee
## 5141    1     1      1       0      M  (25,35]     Single       Technician
## 3943    0     0      0       0      F  (65,75]    Married         Employee
## 5455    0     0      0       0      F  [15,25]     Single  Manual labourer
## 6775    0     0      0       0      M  (55,65]  Remarried         Employee
## 2130    0     0      0       0      M  (55,65]    Married       Management
## 1284    0     0      1       0      F  (45,55]  Remarried         Employee
## 5654    1     1      0       0      F  (35,45]    Married            Other
## 5940    0     0      0       0      F  (35,45]  Remarried         Employee
## 726     0     0      0       0      M  (45,55]    Married       Technician
## 2255    0     0      0       0      M  (25,35]     Single       Technician
## 3900    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1484    0     0      0       0      F  (25,35]    Married         Employee
## 2044    0     0      1       0      F  (25,35]     Single         Employee
## 4869    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 6515    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1815    0     0      1       1      M  (25,35]     Single  Manual labourer
## 2610    0     0      0       0      F  (35,45]    Married         Employee
## 5893    0     0      0       0      F  (65,75]    Widower          Foreman
## 3856    0     0      1       0      M  (45,55]    Married       Management
## 4590    0     1      0       1      F  (65,75]    Married         Employee
## 3240    0     0      0       0      F  (55,65]    Married         Employee
## 2256    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 5563    0     0      1       0      M  (45,55]   Divorcee       Management
## 5990    1     1      0       0      M  (45,55]    Married       Management
## 5242    1     1      1       0      F  (25,35]     Single         Employee
## 6740    0     0      0       0      F  (45,55]  Remarried Unskilled worker
## 381     0     0      0       0      F  (35,45]    Married       Management
## 4577    0     0      0       0      F  (25,35]    Married       Management
## 5529    1     1      1       0      F  (45,55]    Married       Management
## 5575    0     0      0       0      F  (35,45]    Married            Other
## 3725    0     0      0       0      F  (55,65]    Married          Foreman
## 1152    0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 2493    0     0      0       0      M  (55,65]   Divorcee         Employee
## 4493    0     0      0       0      M  (75,85]    Married       Management
## 1183    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1225    0     0      0       0      M  [15,25]     Single Unskilled worker
## 783     0     0      0       0      F  (55,65]   Divorcee         Employee
## 155     0     0      0       0      F  (65,75]    Married Unskilled worker
## 6001    0     0      0       0      F  (35,45]     Single         Employee
## 3452    0     1      0       1      F  (45,55]    Widower Unskilled worker
## 217     0     0      0       1      M  (45,55]   Divorcee Unskilled worker
## 4278    1     0      1       1      M  [15,25]     Single         Employee
## 3508    0     0      0       0      F  (25,35]    Married         Employee
## 2754    1     0      0       0      F  (35,45]     Single       Management
## 6591    1     0      1       0      F  (25,35]     Single Unskilled worker
## 6693    1     1      1       0      F  (35,45]   Divorcee            Other
## 2011    1     0      0       0      F  [15,25]     Single Unskilled worker
## 4427    0     1      0       0      F  (75,85]    Married         Employee
## 6254    1     1      0       0      M  [15,25]     Single          Foreman
## 3075    0     0      0       1      M  (25,35]     Single  Manual labourer
## 1546    0     0      0       0      M  (45,55]  Remarried       Management
## 3762    0     0      0       0      M  (45,55]    Married       Technician
## 4067    1     1      0       0      M  (35,45]    Married          Foreman
## 4287    0     0      0       0      F  (45,55]    Widower       Management
## 1527    1     0      0       0      F  (55,65]    Widower       Management
## 6016    0     1      0       0      M  (55,65]    Widower  Manual labourer
## 2663    0     0      0       0      M  (45,55]    Married          Foreman
## 6667    1     0      0       1      M  (55,65]    Married       Management
## 3620    1     0      1       0      F  (35,45]    Married       Management
## 2211    0     0      0       0      M  (25,35]   Divorcee       Technician
## 3180    1     1      0       0      F  (45,55]    Widower         Employee
## 3832    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6292    0     0      0       0      F  (35,45]    Widower         Employee
## 4174    0     1      0       0      F  (45,55]   Divorcee         Employee
## 6462    0     0      0       0      M  (25,35]     Single         Employee
## 3663    0     1      0       0      F  (45,55]   Divorcee       Technician
## 1097    1     1      0       1      M  (25,35]     Single  Manual labourer
## 3892    0     0      0       0      F  (55,65]   Divorcee       Management
## 932     0     0      0       0      F  (65,75]    Married         Employee
## 3169    0     1      0       0      M  (25,35]    Married  Manual labourer
## 2710    0     0      0       0      M  (65,75]     Single Unskilled worker
## 6888    0     0      0       0      M  (75,85]    Married            Other
## 2017    0     0      1       0      F  [15,25]     Single  Manual labourer
## 69      0     1      1       0      M  (25,35]     Single       Management
## 2035    1     0      0       0      F  (55,65]    Married         Employee
## 4954    0     1      1       0      M  (25,35]     Single         Employee
## 2814    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6239    0     0      0       0      M  (25,35]    Married  Manual labourer
## 4454    0     0      0       0      F  (45,55]    Married         Employee
## 4360    0     1      0       0      F  (45,55]     Single         Employee
## 2815    0     0      0       0      M  (55,65]   Divorcee       Management
## 2919    0     0      0       1      M  (35,45]    Married       Technician
## 6439    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4551    0     0      0       0      F  [15,25]     Single         Employee
## 124     1     0      0       0      F  (35,45]    Married         Employee
## 5901    0     1      0       0      F  (75,85]    Widower         Employee
## 4318    0     0      0       0      F  (55,65]    Married         Employee
## 269     1     0      0       0      M  (75,85]    Widower          Foreman
## 4311    0     0      0       0      F  (45,55]  Remarried  Manual labourer
## 1231    1     1      0       0      F  [15,25]     Single          Foreman
## 1862    0     0      0       0      F  (45,55]  Remarried       Management
## 3616    1     1      1       0      M  (65,75]   Divorcee  Manual labourer
## 4804    0     0      0       1      M  (65,75]    Married Unskilled worker
## 1328    0     0      0       0      F  (55,65]     Single       Management
## 5962    0     0      0       0      F  (45,55]    Married         Employee
## 2678    1     0      0       0      F  (45,55]    Married          Foreman
## 6681    0     0      0       0      F  (45,55]    Married         Employee
## 3983    0     0      0       0      M  (45,55]    Married         Employee
## 1385    1     1      0       1      F  (55,65]    Married         Employee
## 5359    0     0      0       0      M  (35,45]     Single  Manual labourer
## 4698    1     1      0       0      F  (45,55]    Married          Foreman
## 606     0     0      0       0      M  (35,45]    Married Unskilled worker
## 5952    1     1      0       0      M  (25,35]     Single         Employee
## 5643    0     0      0       1      M  (65,75]    Widower       Management
## 4459    0     1      0       0      F  (45,55]    Widower         Employee
## 6832    1     0      1       1      F  (35,45]    Married         Employee
## 6236    0     1      0       0      M  (45,55]     Single Unskilled worker
## 824     1     0      1       0      M  [15,25]     Single            Other
## 3219    0     0      0       0      M  (35,45]    Married          Foreman
## 3923    1     1      0       0      M  (45,55]    Married       Management
## 2763    0     0      1       0      M  (75,85]    Married  Manual labourer
## 6497    1     0      0       0      F  (25,35]    Married       Management
## 70      1     1      1       0      F  (65,75]   Divorcee         Employee
## 162     1     0      0       0      M  (25,35]    Married       Management
## 5771    0     0      0       0      M  (55,65]    Married         Employee
## 2926    0     0      0       0      F  (35,45]    Married         Employee
## 4432    0     0      0       0      M  (55,65]    Married         Employee
## 1297    1     1      0       0      F  (45,55]    Married       Management
## 5600    0     0      0       0      M  (35,45]    Married          Foreman
## 2790    0     0      0       1      M  (35,45]   Divorcee         Employee
## 5520    1     1      0       1      F  (45,55]    Married         Employee
## 1826    0     1      0       0      M  (35,45]     Single          Foreman
## 3319    0     1      0       0      F  (35,45]    Married          Foreman
## 644     0     0      1       0      F  (35,45]    Married       Management
## 316     1     1      1       0      M  (65,75]   Divorcee       Management
## 2150    0     0      0       0      M  (45,55]    Married         Employee
## 4349    0     0      0       0      M  (55,65]   Divorcee Unskilled worker
## 6733    0     0      0       0      M  (45,55]   Divorcee         Employee
## 5741    0     0      0       0      M  (65,75]    Married         Employee
## 4558    1     1      0       0      M  (45,55]   Divorcee  Manual labourer
## 3591    0     0      0       0      F  [15,25]     Single  Manual labourer
## 2310    0     1      1       1      M  (45,55]  Remarried       Technician
## 5722    1     1      0       0      F  (35,45]    Married       Management
## 6866    0     0      0       0      M  (35,45]     Single  Manual labourer
## 1323    1     1      1       0      F  (25,35]    Married         Employee
## 3359    0     1      0       0      F  (35,45]     Single         Employee
## 5253    0     1      0       0      F  (55,65]    Married         Employee
## 5850    0     0      0       0      M  (25,35]    Married  Manual labourer
## 1600    0     0      0       0      F  (45,55]    Married         Employee
## 4275    0     0      1       0      F  (45,55]    Married         Employee
## 128     1     1      1       0      F  (25,35]     Single       Management
## 1912    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 2058    0     0      0       0      F  (65,75]    Married         Employee
## 6061    0     0      0       0      M  (45,55]    Married         Employee
## 2102    0     0      0       0      F  (65,75]    Married       Technician
## 206     1     1      1       1      F  (45,55]   Divorcee         Employee
## 4880    0     0      0       0      F  (55,65]    Married         Employee
## 5187    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5124    0     0      0       0      F  (65,75]    Widower       Technician
## 4342    1     1      1       0      M  (35,45]     Single       Technician
## 6233    0     0      0       0      M  (55,65]    Married       Management
## 1261    1     0      1       1      M  (25,35]     Single  Manual labourer
## 301     0     0      0       0      M  (35,45]     Single         Employee
## 6309    0     0      0       0      F  (65,75]    Married            Other
## 6597    1     0      0       0      M  (55,65]    Married       Management
## 2656    0     0      0       0      M  (25,35]     Single Unskilled worker
## 5726    0     0      1       0      F  [15,25]     Single Unskilled worker
## 6576    0     0      1       0      M  (35,45]   Divorcee Unskilled worker
## 5779    1     1      0       0      M  (55,65]    Married          Foreman
## 2755    0     0      0       0      F  (35,45]    Married         Employee
## 3732    0     0      0       1      M  (25,35]     Single  Manual labourer
## 1469    0     0      0       0      M  (45,55]    Married Unskilled worker
## 2126    0     1      1       0      M  (65,75]    Widower       Management
##      Show Exhib Play.M Collect Gender      Age Marital.St             Prof
## 4       0     0      0       0      M  (45,55]    Married  Manual labourer
## 24      1     1      0       1      M  (35,45]  Remarried            Other
## 28      1     1      0       0      F  (65,75]    Married         Employee
## 29      0     1      0       0      M  [15,25]     Single  Manual labourer
## 30      1     1      0       0      F  (45,55]   Divorcee       Management
## 34      1     1      0       0      M  (55,65]  Remarried       Management
## 35      0     0      0       0      M  (45,55]    Married Unskilled worker
## 38      1     0      0       0      M  (25,35]    Married            Other
## 41      1     1      1       0      F  (45,55]     Single         Employee
## 44      1     1      0       0      M  (25,35]     Single       Management
## 45      1     1      0       0      F  (25,35]   Divorcee Unskilled worker
## 59      1     0      0       0      M  (65,75]     Single       Technician
## 64      0     0      0       0      F  (65,75]   Divorcee         Employee
## 65      0     0      0       0      F  (45,55]    Married         Employee
## 73      1     1      0       0      M  (35,45]     Single          Foreman
## 75      1     1      1       0      F  [15,25]     Single         Employee
## 80      0     1      0       0      M  (45,55]    Married       Management
## 83      1     1      0       0      M  (35,45]  Remarried         Employee
## 96      1     1      0       0      F  (45,55]    Married       Management
## 97      1     0      1       0      F  (35,45]    Married         Employee
## 111     1     1      1       0      F  (65,75]    Married         Employee
## 120     1     1      1       0      M  [15,25]     Single       Management
## 121     1     1      0       0      F  (35,45]     Single         Employee
## 130     0     0      0       0      F  (75,85]   Divorcee         Employee
## 132     0     0      0       0      F  (25,35]     Single            Other
## 133     0     0      0       0      F  (35,45]     Single         Employee
## 134     0     1      0       0      F  (35,45]    Married       Management
## 137     1     1      1       1      M  (45,55]   Divorcee       Management
## 146     0     0      0       0      F  (25,35]     Single          Foreman
## 148     0     1      0       0      M  (35,45]    Married  Manual labourer
## 150     1     0      0       0      M  (25,35]     Single       Management
## 156     0     0      0       0      M  (45,55]    Married         Employee
## 160     0     0      0       0      F (85,100]    Widower         Employee
## 174     0     0      0       0      M  (35,45]    Married       Management
## 175     0     0      0       0      M  (35,45]    Married       Management
## 179     1     1      0       1      M  (25,35]     Single         Employee
## 182     1     1      0       0      F  (45,55]    Married          Foreman
## 191     0     1      0       1      M  (35,45]     Single  Manual labourer
## 194     1     1      0       0      F  (55,65]   Divorcee       Management
## 197     1     0      0       0      F  (45,55]    Married         Employee
## 208     0     0      0       0      F  (25,35]    Married         Employee
## 212     1     0      0       0      F  (35,45]    Married         Employee
## 233     0     1      0       1      M  (45,55]    Married       Management
## 239     0     0      1       0      M  (35,45]    Married         Employee
## 246     0     0      0       0      M  (25,35]    Married       Management
## 251     1     1      0       0      M  (45,55]  Remarried  Manual labourer
## 265     1     1      0       0      M  (65,75]    Married       Management
## 277     1     0      0       0      F  [15,25]     Single         Employee
## 280     0     0      0       0      M  (55,65]    Married          Foreman
## 287     1     1      1       0      F  (65,75]     Single       Management
## 290     1     0      0       0      M  (35,45]    Married  Manual labourer
## 293     1     1      1       0      F  (55,65]    Married         Employee
## 295     0     0      0       0      F  (25,35]    Married         Employee
## 298     0     0      0       0      F  (25,35]    Married         Employee
## 317     1     0      0       1      F  (45,55]    Married       Management
## 325     0     1      1       0      M  (25,35]     Single         Employee
## 327     0     0      0       0      M  (25,35]    Married       Technician
## 331     0     1      0       1      M  (25,35]     Single          Foreman
## 335     0     0      0       0      M  (65,75]     Single         Employee
## 337     0     0      0       0      F  (35,45]     Single         Employee
## 342     1     0      0       0      F  (35,45]     Single       Management
## 350     0     0      0       0      F  (45,55]  Remarried  Manual labourer
## 351     0     0      0       0      F  (35,45]  Remarried  Manual labourer
## 353     0     0      1       0      F  (45,55]    Married          Foreman
## 370     1     1      1       0      M  (25,35]     Single  Manual labourer
## 374     1     0      0       0      F  (25,35]     Single          Foreman
## 379     0     0      0       0      F  (65,75]    Widower          Foreman
## 385     0     0      0       0      F  (75,85]    Married       Management
## 387     0     0      0       1      M  (65,75]    Married          Foreman
## 388     0     0      0       0      M  (35,45]    Married       Management
## 392     0     0      0       0      F  (25,35]     Single Unskilled worker
## 393     0     0      0       0      F  (35,45]    Married         Employee
## 397     0     0      0       0      M  (25,35]    Married       Technician
## 399     0     0      0       0      F  (55,65]    Married       Technician
## 403     0     0      0       0      M  (55,65]    Married  Manual labourer
## 409     0     0      0       0      F  (55,65]    Married  Manual labourer
## 411     0     0      0       0      F  (45,55]    Married         Employee
## 425     0     0      0       0      M  (65,75]   Divorcee  Manual labourer
## 426     0     0      0       0      F  [15,25]     Single Unskilled worker
## 427     1     1      0       0      F  (35,45]   Divorcee          Foreman
## 435     0     0      0       0      M  (55,65]    Married          Foreman
## 439     0     0      0       1      F  [15,25]     Single         Employee
## 441     0     0      0       0      F  (45,55]  Remarried            Other
## 442     1     0      0       0      F  (35,45]    Married         Employee
## 447     1     0      1       0      F  (35,45]   Divorcee            Other
## 450     0     1      0       0      F  (65,75]    Widower Unskilled worker
## 452     0     0      0       0      M  (35,45]     Single  Manual labourer
## 459     0     0      0       0      F  (35,45]    Widower         Employee
## 460     0     0      0       0      F  (35,45]    Married         Employee
## 463     1     1      0       0      F  (25,35]    Married          Foreman
## 464     0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 468     0     0      0       1      M  (45,55]    Married          Foreman
## 479     0     0      0       0      F  (35,45]    Married         Employee
## 489     0     1      0       0      F  (45,55]    Married Unskilled worker
## 490     0     0      0       0      F  (25,35]    Married       Management
## 502     1     1      1       0      F  (25,35]    Married         Employee
## 503     0     0      0       1      F  (45,55]    Married         Employee
## 504     0     0      0       0      M  (25,35]     Single         Employee
## 505     0     0      0       1      F  (45,55]    Married         Employee
## 506     0     0      0       0      M  (45,55]    Married  Manual labourer
## 510     0     0      0       0      M  (65,75]    Married         Employee
## 512     1     0      0       0      F  (35,45]    Married         Employee
## 526     1     1      1       1      M  (35,45]    Married       Management
## 544     0     0      0       1      M  [15,25]     Single  Manual labourer
## 545     0     0      0       0      F  (75,85]    Married         Employee
## 556     0     0      1       0      M  (35,45]     Single  Manual labourer
## 559     0     1      0       0      F  (35,45]     Single            Other
## 568     0     0      0       0      M  (25,35]     Single            Other
## 571     1     0      0       0      F  (65,75]  Remarried         Employee
## 573     0     0      0       0      M  (45,55]    Married Unskilled worker
## 577     0     0      0       0      M  (65,75]    Married  Manual labourer
## 598     0     1      0       0      M  (55,65]  Remarried         Employee
## 601     0     1      0       0      F  (35,45]    Married         Employee
## 602     1     1      0       0      M  (45,55]    Married       Management
## 605     1     1      0       0      M  (25,35]     Single          Foreman
## 612     0     1      0       0      F  (25,35]   Divorcee         Employee
## 618     1     0      1       0      F  (65,75]    Married         Employee
## 619     0     0      0       0      M  (75,85]    Married         Employee
## 620     1     1      0       0      M  (65,75]  Remarried  Manual labourer
## 622     0     0      0       0      M  (45,55]    Married  Manual labourer
## 640     0     0      0       0      M  (35,45]     Single Unskilled worker
## 641     0     0      0       0      M  (25,35]     Single            Other
## 647     0     1      0       0      F  (35,45]     Single         Employee
## 648     0     0      0       1      F  (45,55]    Married         Employee
## 655     0     0      0       0      M  [15,25]     Single Unskilled worker
## 662     0     0      0       0      M  (45,55]     Single  Manual labourer
## 679     0     0      0       0      F  [15,25]     Single         Employee
## 684     1     0      0       0      M  (55,65]   Divorcee         Employee
## 688     0     0      0       0      M  [15,25]     Single  Manual labourer
## 694     0     0      0       0      M  (75,85]    Married  Manual labourer
## 707     1     1      0       0      F  (55,65]   Divorcee         Employee
## 712     0     0      0       0      M  (55,65]    Married  Manual labourer
## 725     1     1      1       1      F  (35,45]     Single         Employee
## 730     0     0      0       0      F  (25,35]    Married          Foreman
## 731     1     0      1       0      M  (25,35]     Single         Employee
## 733     0     0      0       1      M  (45,55]    Married  Manual labourer
## 736     0     0      0       0      F  (25,35]   Divorcee Unskilled worker
## 738     1     0      0       0      F  (45,55]  Remarried       Management
## 743     1     1      1       1      F  (45,55]     Single         Employee
## 749     0     0      0       0      M  (45,55]    Married  Manual labourer
## 751     1     0      0       0      M  (25,35]    Married       Management
## 755     0     0      0       0      F  (25,35]     Single         Employee
## 756     0     0      0       0      F  (55,65]    Married          Foreman
## 763     1     0      0       0      M  (35,45]    Married       Technician
## 769     1     1      0       0      F  (35,45]  Remarried         Employee
## 771     0     0      0       0      M  (35,45]    Married         Employee
## 772     1     0      0       0      M  (45,55]    Married          Foreman
## 789     0     0      0       0      M  (45,55]    Married  Manual labourer
## 791     0     1      0       0      M  (45,55]    Married Unskilled worker
## 792     0     0      0       0      M  (55,65]    Married       Management
## 794     0     1      0       0      M  (25,35]    Married  Manual labourer
## 802     0     0      0       0      F  (55,65]    Widower         Employee
## 811     0     0      1       1      F  (45,55]  Remarried         Employee
## 812     0     1      0       0      F  (35,45]     Single       Management
## 820     0     1      0       1      F  (45,55]    Married         Employee
## 825     0     0      0       0      M  (35,45]    Married          Foreman
## 831     0     0      0       0      F  (25,35]     Single         Employee
## 833     0     1      0       0      F  (65,75]    Married         Employee
## 841     1     0      0       0      M  [15,25]     Single  Manual labourer
## 850     0     0      0       1      F  (35,45]    Married Unskilled worker
## 853     0     0      0       0      F  (55,65]    Married Unskilled worker
## 854     0     0      0       0      F  (25,35]     Single Unskilled worker
## 861     0     0      0       0      M  (25,35]    Married          Foreman
## 868     0     0      0       0      F  [15,25]     Single         Employee
## 870     0     0      0       0      M  (25,35]    Married  Manual labourer
## 872     0     0      1       0      M  [15,25]     Single Unskilled worker
## 878     1     1      0       0      F  (25,35]    Married       Management
## 886     0     0      0       0      M  (75,85]    Married Unskilled worker
## 887     1     0      0       1      F  (45,55]     Single         Employee
## 889     0     0      0       0      M  (25,35]    Married          Foreman
## 901     0     0      0       1      M  (65,75]    Married       Management
## 909     0     0      0       0      M  (65,75]  Remarried  Manual labourer
## 913     1     0      0       0      F  [15,25]     Single       Management
## 914     0     0      0       0      M  [15,25]     Single         Employee
## 929     1     0      0       0      M  (25,35]    Married  Manual labourer
## 934     0     1      0       0      M  (35,45]    Married       Management
## 935     0     0      0       0      F  (45,55]    Widower  Manual labourer
## 943     0     0      0       0      M  (25,35]    Married         Employee
## 944     0     0      0       0      F  (75,85]    Married          Foreman
## 946     0     0      0       0      M  (65,75]    Married  Manual labourer
## 954     0     0      0       0      M  (65,75]    Married  Manual labourer
## 958     0     0      0       0      M  (45,55]    Married       Management
## 968     0     0      0       0      M  (45,55]    Married         Employee
## 973     0     0      0       0      F  (55,65]    Married         Employee
## 975     0     1      0       0      M  (25,35]     Single  Manual labourer
## 995     0     0      0       0      F  (35,45]    Married  Manual labourer
## 996     0     0      0       0      M  (45,55]    Married       Technician
## 998     0     0      0       0      F  (35,45]     Single          Foreman
## 1003    0     0      0       0      M  (45,55]    Married       Technician
## 1004    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1007    0     0      0       0      M  (75,85]    Widower Unskilled worker
## 1009    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1014    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1021    0     0      1       0      F  (45,55]   Divorcee Unskilled worker
## 1030    1     0      0       0      F  (45,55]    Married Unskilled worker
## 1032    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1033    1     1      1       0      F  (45,55]    Married       Management
## 1042    1     0      0       0      M  (35,45]     Single          Foreman
## 1048    0     0      0       0      F  (25,35]     Single       Management
## 1054    0     1      0       0      F  [15,25]     Single       Management
## 1059    1     1      0       0      F  (45,55]    Married  Manual labourer
## 1061    0     0      0       0      F  (55,65]    Married         Employee
## 1065    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1066    1     0      0       0      F  (35,45]    Married          Foreman
## 1067    0     1      0       0      M  (55,65]    Married  Manual labourer
## 1074    0     0      0       1      M  (45,55]    Married  Manual labourer
## 1076    0     0      0       0      M  (35,45]     Single       Management
## 1079    0     1      0       1      F  (35,45]   Divorcee          Foreman
## 1082    0     0      0       1      F  (25,35]    Married  Manual labourer
## 1086    0     1      0       0      F  (45,55]    Widower Unskilled worker
## 1087    1     1      0       1      F  (45,55]    Married         Employee
## 1088    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1090    1     1      0       0      F  (45,55]    Married       Technician
## 1100    1     0      1       0      F  (25,35]   Divorcee         Employee
## 1104    0     0      0       0      F  [15,25]     Single         Employee
## 1106    0     0      0       1      F  (55,65]   Divorcee         Employee
## 1107    0     0      0       0      F  (45,55]    Married         Employee
## 1115    0     1      0       0      M  (55,65]    Married       Management
## 1116    0     0      0       0      F  (55,65]    Married         Employee
## 1124    1     1      1       0      M  (25,35]     Single          Foreman
## 1136    0     1      0       0      F  (45,55]    Married       Management
## 1139    1     1      1       0      F  (45,55]    Married       Technician
## 1140    0     0      0       0      F  (25,35]    Married         Employee
## 1141    0     1      1       0      M  (35,45]    Married          Foreman
## 1148    1     0      0       0      F  (35,45]     Single         Employee
## 1151    0     0      0       0      M  (35,45]    Married       Technician
## 1153    0     0      0       1      M  (25,35]     Single  Manual labourer
## 1157    1     0      1       0      F  (35,45]    Married         Employee
## 1158    0     0      0       0      F  (55,65]    Married  Manual labourer
## 1165    0     0      1       0      F  (35,45]    Married         Employee
## 1174    0     0      0       0      F  [15,25]     Single         Employee
## 1177    0     0      0       0      F  (45,55]    Married         Employee
## 1178    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1180    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1181    0     0      0       0      F  (55,65]    Widower         Employee
## 1187    0     0      0       1      M  (25,35]    Married  Manual labourer
## 1193    1     1      1       0      F  (25,35]    Married         Employee
## 1198    1     0      0       0      M  [15,25]     Single         Employee
## 1204    0     0      0       0      F  (45,55]    Married         Employee
## 1207    0     1      1       0      M  (35,45]     Single       Management
## 1210    0     1      0       1      F  (25,35]   Divorcee Unskilled worker
## 1222    1     1      0       0      F  (55,65]   Divorcee       Management
## 1229    0     0      0       0      M  (35,45]   Divorcee         Employee
## 1232    0     0      0       0      M  (55,65]   Divorcee Unskilled worker
## 1237    0     0      0       0      F  (45,55]   Divorcee         Employee
## 1238    1     1      0       0      M  [15,25]     Single       Technician
## 1240    0     0      0       0      M  (45,55]     Single          Foreman
## 1241    1     0      0       0      F  (25,35]    Married         Employee
## 1242    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 1245    0     1      1       1      F  (25,35]  Remarried         Employee
## 1254    0     0      0       0      M  (55,65]    Married  Manual labourer
## 1255    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1259    0     1      0       1      F  (45,55]    Married         Employee
## 1267    0     0      0       0      M  (65,75]    Widower       Management
## 1271    0     0      0       0      M  (45,55]   Divorcee          Foreman
## 1272    0     1      0       1      F  (35,45]    Married         Employee
## 1288    0     1      0       0      M  (65,75]  Remarried       Management
## 1292    1     0      0       0      F  (45,55]    Widower       Technician
## 1294    0     0      0       1      F  (45,55]     Single Unskilled worker
## 1296    1     0      0       0      F  (25,35]     Single Unskilled worker
## 1308    0     0      0       0      F  (35,45]    Married         Employee
## 1309    0     0      0       1      F  (55,65]   Divorcee         Employee
## 1313    1     0      1       0      M  (35,45]    Married          Foreman
## 1316    0     0      1       0      F  (25,35]    Married         Employee
## 1321    0     0      0       0      M  (45,55]   Divorcee       Technician
## 1324    0     1      0       0      F  (25,35]     Single         Employee
## 1329    0     0      0       0      F  (25,35]     Single Unskilled worker
## 1330    0     0      0       0      F  (25,35]     Single          Foreman
## 1337    0     0      0       0      F  (45,55]    Married            Other
## 1340    0     0      0       0      F  (45,55]    Married         Employee
## 1345    0     1      0       0      F  (45,55]    Married       Management
## 1347    0     0      0       0      F  (65,75]    Married          Foreman
## 1362    1     1      0       0      F  (35,45]    Married         Employee
## 1368    1     0      0       0      M  (25,35]     Single  Manual labourer
## 1379    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1380    1     1      1       0      M  (25,35]    Married       Management
## 1384    0     0      0       0      F  (35,45]    Married         Employee
## 1386    0     1      0       0      F  (35,45]    Married         Employee
## 1394    0     1      1       0      F  (35,45]    Married         Employee
## 1402    0     0      0       0      F  (35,45]    Married         Employee
## 1414    0     0      0       0      F  (45,55]  Remarried         Employee
## 1416    0     0      0       0      F  (45,55]    Married         Employee
## 1421    0     0      0       0      M  (25,35]     Single       Technician
## 1433    0     0      0       0      M  [15,25]     Single            Other
## 1442    1     1      0       0      F  (45,55]   Divorcee         Employee
## 1455    1     1      0       1      M  (55,65]  Remarried       Management
## 1461    1     1      1       1      M  (45,55]    Married       Management
## 1464    1     1      1       0      F  (45,55]     Single       Management
## 1466    1     1      0       0      M  (45,55]    Married       Management
## 1467    1     0      0       0      M  (35,45]     Single            Other
## 1470    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1475    1     0      1       0      F  (55,65]    Married         Employee
## 1477    1     1      0       0      M  (55,65]    Married       Management
## 1495    0     0      0       1      F  (45,55]    Married         Employee
## 1496    1     1      1       1      F  (55,65]    Married       Management
## 1498    0     0      0       0      M  (45,55]    Married       Technician
## 1501    1     0      0       0      F  (25,35]    Married         Employee
## 1502    1     0      0       0      M  (45,55]    Married  Manual labourer
## 1503    1     1      0       0      F  [15,25]     Single         Employee
## 1512    0     0      1       0      F  (35,45]     Single         Employee
## 1516    0     1      0       0      F  (75,85]    Married          Foreman
## 1517    1     0      0       1      F  (25,35]     Single         Employee
## 1518    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1524    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1525    0     0      0       0      M  (25,35]    Married         Employee
## 1532    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1536    0     0      1       0      F  (45,55]    Married         Employee
## 1555    1     0      0       0      F  (45,55]    Married         Employee
## 1558    1     1      0       1      M  (35,45]    Married         Employee
## 1561    1     0      1       0      M  [15,25]     Single       Technician
## 1562    0     0      0       0      M  (35,45]   Divorcee            Other
## 1572    0     0      0       0      F  (25,35]    Married         Employee
## 1573    1     1      0       0      F  (65,75]    Married  Manual labourer
## 1576    0     0      0       0      F  (55,65]    Married         Employee
## 1582    0     1      0       0      M  (35,45]    Married       Management
## 1588    0     1      0       0      M  (35,45]    Married  Manual labourer
## 1598    0     0      0       0      M  (65,75]    Married  Manual labourer
## 1599    0     1      0       1      M  (25,35]    Married         Employee
## 1604    0     0      0       0      M  (35,45]    Married         Employee
## 1606    1     1      0       1      F  (75,85]    Widower       Management
## 1620    0     0      0       0      F  (75,85]   Divorcee  Manual labourer
## 1622    0     0      0       0      F  (45,55]    Married         Employee
## 1628    0     0      0       1      F  (25,35]     Single  Manual labourer
## 1630    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1645    0     0      0       1      M  (65,75]    Married Unskilled worker
## 1646    1     1      0       0      F  (35,45]    Married         Employee
## 1648    0     0      0       0      M  (55,65]    Married          Foreman
## 1652    0     0      0       0      F  (55,65]    Married Unskilled worker
## 1663    0     0      0       0      F  (35,45]    Married         Employee
## 1666    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1667    0     0      0       0      F  (55,65]    Married Unskilled worker
## 1671    0     0      0       0      M  (65,75]     Single  Manual labourer
## 1673    0     0      0       0      M  (25,35]     Single Unskilled worker
## 1684    0     0      0       0      M  (35,45]  Remarried  Manual labourer
## 1687    1     0      0       0      M  (25,35]    Married       Management
## 1689    0     0      0       0      M  (25,35]     Single         Employee
## 1693    1     0      0       0      M  (55,65]     Single         Employee
## 1697    0     0      0       0      M  (35,45]    Married  Manual labourer
## 1705    1     1      0       0      M  (25,35]    Married       Management
## 1710    0     1      0       0      M  (55,65]    Married         Employee
## 1714    0     1      1       1      F  (35,45]   Divorcee       Management
## 1715    0     0      0       1      M  (25,35]     Single         Employee
## 1716    0     0      0       0      F  (45,55]    Married         Employee
## 1721    0     1      0       1      F  (55,65]    Married       Management
## 1722    0     0      1       0      F  (55,65]    Married  Manual labourer
## 1729    0     0      0       0      M (85,100]    Married            Other
## 1739    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1741    0     0      0       0      F  (35,45]    Married  Manual labourer
## 1744    0     0      0       0      M  [15,25]     Single  Manual labourer
## 1757    0     0      0       0      F  (65,75]    Married            Other
## 1760    0     0      0       0      M  (45,55]    Married       Technician
## 1770    1     1      1       1      M  (65,75]    Married       Management
## 1774    1     1      1       0      M  (55,65]    Married       Management
## 1775    0     0      0       0      M  (25,35]    Married       Management
## 1776    1     1      0       1      F  (45,55]    Married          Foreman
## 1784    1     1      0       0      M  (55,65]    Widower       Management
## 1787    1     0      0       0      F  (25,35]    Married       Management
## 1788    0     0      0       0      M  (35,45]     Single Unskilled worker
## 1790    1     1      0       0      F  (45,55]    Married  Manual labourer
## 1795    1     1      0       0      M  (45,55]    Married       Management
## 1796    1     1      1       0      M  (25,35]     Single       Technician
## 1808    0     1      1       0      M  (65,75]    Married       Management
## 1809    0     1      1       0      F  (55,65]    Married         Employee
## 1817    0     0      1       0      M  [15,25]     Single         Employee
## 1818    0     0      0       0      F  (65,75]    Widower         Employee
## 1823    0     1      0       1      M  (25,35]    Married       Management
## 1824    0     0      0       0      M  (55,65]  Remarried       Management
## 1831    0     0      0       0      M  (45,55]    Married  Manual labourer
## 1835    0     0      0       0      M  [15,25]    Married       Management
## 1839    1     0      0       1      F  (45,55]    Married       Technician
## 1842    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 1861    1     1      0       0      F  (45,55]   Divorcee         Employee
## 1864    0     1      0       0      F  (35,45]    Married       Management
## 1866    0     0      0       0      M  (35,45]    Married         Employee
## 1869    0     0      0       0      M  (45,55]    Married       Technician
## 1872    1     0      0       0      M  (45,55]    Married          Foreman
## 1874    1     1      0       0      M  (45,55]    Married          Foreman
## 1876    0     0      0       0      M  (25,35]    Married       Technician
## 1887    0     1      1       0      M  (25,35]     Single          Foreman
## 1889    0     0      0       0      F  (55,65]    Married Unskilled worker
## 1891    1     1      1       0      M  (45,55]    Married       Management
## 1892    1     0      1       0      F  (45,55]   Divorcee          Foreman
## 1895    0     0      0       0      F  (75,85]    Widower         Employee
## 1897    0     1      0       1      M  (55,65]    Married       Management
## 1904    0     1      1       1      F  (35,45]     Single         Employee
## 1906    0     0      0       0      F  (25,35]   Divorcee         Employee
## 1908    0     0      0       0      M  (45,55]    Married       Management
## 1910    1     1      1       1      F  (25,35]    Married       Management
## 1915    0     0      0       0      F  (55,65]     Single Unskilled worker
## 1926    0     0      0       0      M  (35,45]     Single       Management
## 1929    0     0      0       0      M  [15,25]     Single Unskilled worker
## 1931    0     0      0       0      M  (25,35]     Single         Employee
## 1935    0     0      0       0      M  (25,35]    Married       Technician
## 1937    0     0      0       1      F  (65,75]    Widower         Employee
## 1938    0     0      1       0      F  (45,55]    Married Unskilled worker
## 1939    0     0      0       0      F  (55,65]    Married  Manual labourer
## 1941    0     1      0       0      F  (55,65]    Married Unskilled worker
## 1947    1     0      0       0      F  (55,65]   Divorcee         Employee
## 1948    1     1      1       1      F  (35,45]    Married            Other
## 1950    0     0      0       0      M  (75,85]    Married  Manual labourer
## 1953    0     0      0       0      F  (45,55]    Married Unskilled worker
## 1957    0     1      0       0      M  (35,45]     Single       Management
## 1971    0     0      0       0      M  (45,55]    Married       Management
## 1979    0     0      0       0      F  (65,75]    Widower          Foreman
## 1981    0     1      0       0      M  (55,65]    Married       Management
## 1985    0     0      0       0      M  [15,25]     Single            Other
## 1992    1     0      0       0      F  (65,75]    Widower         Employee
## 1998    0     0      0       0      F  (55,65]    Married          Foreman
## 2000    1     0      0       0      M  (55,65]    Married          Foreman
## 2009    1     0      1       1      F  (25,35]    Married         Employee
## 2015    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2020    0     0      0       0      F  (35,45]     Single         Employee
## 2026    0     0      0       0      M  (35,45]    Married Unskilled worker
## 2027    1     0      0       0      M  (65,75]    Married       Technician
## 2029    0     0      0       0      F  (65,75]    Married         Employee
## 2055    1     1      1       1      F  (55,65]  Remarried       Management
## 2066    0     0      0       0      F  (65,75]    Widower         Employee
## 2075    0     1      0       1      F  (45,55]  Remarried         Employee
## 2077    0     0      0       1      F  (35,45]    Married         Employee
## 2090    0     0      0       0      M  (35,45]   Divorcee  Manual labourer
## 2094    0     1      1       1      F  (55,65]    Married         Employee
## 2096    0     0      0       0      M  (25,35]    Married         Employee
## 2104    0     1      0       0      F  (65,75]    Married Unskilled worker
## 2132    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2133    0     0      0       1      M  (45,55]    Married  Manual labourer
## 2142    0     0      0       0      F  (75,85]    Widower       Management
## 2143    0     1      1       0      F  (45,55]    Married  Manual labourer
## 2147    0     0      0       0      F  [15,25]     Single         Employee
## 2159    0     1      0       0      M  (65,75]  Remarried          Foreman
## 2161    0     0      0       0      F  (45,55]  Remarried         Employee
## 2165    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2175    0     0      0       0      F  (25,35]    Married         Employee
## 2180    0     0      0       0      M  (25,35]     Single         Employee
## 2193    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2197    0     0      0       0      F  (65,75]   Divorcee         Employee
## 2203    0     0      0       0      M  (25,35]    Married          Foreman
## 2205    0     1      0       0      F  (35,45]    Married         Employee
## 2212    0     1      0       0      M  (45,55]    Married       Technician
## 2213    0     0      1       0      M  (35,45]  Remarried       Technician
## 2219    1     0      0       0      F  (45,55]    Widower  Manual labourer
## 2227    0     0      0       0      F  (55,65]    Married  Manual labourer
## 2229    0     0      0       0      F  (55,65]    Widower         Employee
## 2230    0     0      0       0      F  (35,45]     Single  Manual labourer
## 2235    1     0      0       0      F  (45,55]    Married            Other
## 2241    0     1      1       0      F  (45,55]  Remarried          Foreman
## 2245    0     0      0       0      F  (35,45]    Married         Employee
## 2246    1     0      0       0      F  (35,45]   Divorcee         Employee
## 2270    1     0      1       0      M  (45,55]    Married       Management
## 2271    1     0      0       0      F  (45,55]    Married         Employee
## 2273    0     0      0       0      M  (65,75]    Widower Unskilled worker
## 2279    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2282    0     0      0       0      F  (55,65]   Divorcee Unskilled worker
## 2284    0     0      0       1      F  (45,55]     Single         Employee
## 2290    1     0      0       0      F  (45,55]    Married         Employee
## 2295    0     0      0       0      F  (35,45]    Married         Employee
## 2300    0     1      0       0      F  (55,65]    Married         Employee
## 2301    0     1      0       0      M  (45,55]    Married         Employee
## 2307    0     0      0       0      M  [15,25]     Single  Manual labourer
## 2311    0     0      1       0      F  (35,45]    Married         Employee
## 2312    0     0      0       0      F  (65,75]   Divorcee         Employee
## 2317    0     0      0       0      F  (65,75]    Widower         Employee
## 2321    0     0      0       0      M  (65,75]  Remarried          Foreman
## 2324    1     1      1       0      F  (25,35]    Married         Employee
## 2330    0     0      0       0      M  (45,55]    Married          Foreman
## 2342    0     0      0       0      M  (65,75]     Single Unskilled worker
## 2348    1     1      0       0      M  (35,45]     Single       Management
## 2351    0     0      0       0      F  (65,75]    Married         Employee
## 2355    0     0      0       0      F  (45,55]    Married         Employee
## 2361    0     0      0       0      F  (55,65]    Married Unskilled worker
## 2362    1     1      1       0      F  (25,35]     Single         Employee
## 2363    0     1      0       1      M  (25,35]     Single  Manual labourer
## 2365    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 2368    0     0      1       0      M  (35,45]    Married         Employee
## 2369    0     0      0       0      F  [15,25]   Divorcee          Foreman
## 2375    1     1      0       0      F  (45,55]    Married       Management
## 2376    0     1      1       1      F  (25,35]   Divorcee  Manual labourer
## 2377    0     0      0       0      F  (75,85]    Married         Employee
## 2384    0     0      0       0      M  [15,25]     Single Unskilled worker
## 2423    0     1      0       1      F  (45,55]    Married Unskilled worker
## 2425    1     1      1       0      F  (55,65]    Married       Management
## 2427    1     1      0       0      F  (45,55]    Married         Employee
## 2429    1     1      0       1      F  (55,65]   Divorcee         Employee
## 2432    0     1      0       0      F  (35,45]    Married         Employee
## 2433    1     0      0       0      F  (25,35]     Single         Employee
## 2435    0     0      0       0      F  (25,35]    Married         Employee
## 2443    0     1      0       0      F  (35,45]     Single          Foreman
## 2444    0     0      0       0      F  (65,75]    Widower         Employee
## 2452    0     0      1       0      F  (25,35]    Married          Foreman
## 2455    0     0      0       0      F  (55,65]    Married         Employee
## 2458    0     0      1       0      M  (35,45]   Divorcee       Technician
## 2459    0     0      0       1      M  [15,25]     Single Unskilled worker
## 2463    0     0      0       0      F  (65,75]    Widower         Employee
## 2464    0     0      0       0      F  (45,55]    Married            Other
## 2468    1     0      0       0      M  (25,35]     Single       Technician
## 2473    0     0      0       0      M  (55,65]    Married       Management
## 2483    0     0      0       0      M  (35,45]    Married       Technician
## 2486    0     0      0       1      M  [15,25]     Single Unskilled worker
## 2491    1     1      0       0      M  (35,45]     Single       Management
## 2504    0     1      0       0      F  (35,45]     Single       Management
## 2519    0     0      0       0      F  (45,55]     Single Unskilled worker
## 2528    0     1      0       1      F  (35,45]     Single         Employee
## 2531    0     0      0       0      M  (35,45]     Single Unskilled worker
## 2535    0     0      0       0      M  (45,55]    Married       Management
## 2543    0     1      0       1      F  (55,65]   Divorcee Unskilled worker
## 2546    0     0      0       0      F  (35,45]    Married          Foreman
## 2550    0     0      0       0      F  (75,85]    Widower         Employee
## 2552    0     0      0       0      M  (45,55]    Married         Employee
## 2560    0     0      0       0      F  (75,85]    Married         Employee
## 2566    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2567    0     0      0       0      F  (65,75]   Divorcee  Manual labourer
## 2578    0     0      0       0      F  (25,35]     Single         Employee
## 2580    0     0      0       0      M  (35,45]    Married          Foreman
## 2584    1     0      0       0      M  (45,55]    Married  Manual labourer
## 2595    0     0      0       0      F  (25,35]    Married       Management
## 2596    0     0      0       0      M  (45,55]     Single Unskilled worker
## 2603    1     1      1       1      F  (25,35]    Married       Management
## 2605    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 2607    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2611    1     1      0       0      F  (25,35]    Married          Foreman
## 2614    0     0      0       0      F  (45,55]    Married         Employee
## 2616    1     1      1       0      F  (65,75]    Married         Employee
## 2620    0     1      0       0      F  (75,85]    Widower       Management
## 2621    0     0      0       0      F  (35,45]    Married            Other
## 2623    0     0      0       0      M  (25,35]    Married       Technician
## 2632    1     1      0       0      M  (55,65]    Married          Foreman
## 2634    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2640    0     0      0       0      M  (55,65]     Single  Manual labourer
## 2647    1     1      1       0      F  (45,55]    Married         Employee
## 2652    0     0      0       1      M  (35,45]    Married  Manual labourer
## 2665    1     0      0       0      M  (55,65]  Remarried Unskilled worker
## 2673    0     0      0       0      F  (55,65]    Married         Employee
## 2680    0     1      0       0      F  (55,65]    Widower         Employee
## 2683    0     0      0       0      M  (65,75]     Single Unskilled worker
## 2686    1     0      0       0      F  (45,55]   Divorcee          Foreman
## 2689    0     1      0       0      M  (55,65]  Remarried         Employee
## 2691    0     0      0       0      F  [15,25]    Married          Foreman
## 2695    1     0      0       0      M (85,100]    Widower          Foreman
## 2697    1     0      0       0      F  (35,45]    Married         Employee
## 2698    0     0      0       0      F  (25,35]    Married         Employee
## 2701    1     0      0       0      F  (75,85]    Widower Unskilled worker
## 2703    0     0      1       0      M  [15,25]     Single Unskilled worker
## 2704    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 2706    0     0      0       0      F  (35,45]    Married         Employee
## 2707    0     0      0       0      M  (45,55]   Divorcee         Employee
## 2709    0     0      0       0      M  (55,65]    Married       Management
## 2718    0     1      0       0      M  (35,45]    Widower  Manual labourer
## 2720    0     0      0       0      F  (55,65]  Remarried Unskilled worker
## 2725    0     0      1       0      F  (35,45]    Married            Other
## 2734    0     0      0       0      M  (45,55]    Married       Management
## 2742    0     1      1       1      M  (45,55]  Remarried         Employee
## 2743    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2753    0     0      0       0      M  (25,35]     Single Unskilled worker
## 2760    0     0      0       0      F  (55,65]    Married Unskilled worker
## 2766    0     0      0       0      M  (55,65]    Married Unskilled worker
## 2771    0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 2774    0     0      0       0      F  (45,55]    Married  Manual labourer
## 2775    0     0      0       0      M  (75,85]   Divorcee         Employee
## 2783    0     0      0       0      F (85,100]    Widower Unskilled worker
## 2785    0     0      0       0      F  (75,85]    Widower Unskilled worker
## 2787    0     0      0       0      M  (25,35]     Single            Other
## 2791    0     0      0       0      M  (55,65]    Married  Manual labourer
## 2801    0     0      0       0      F  [15,25]    Married         Employee
## 2813    0     0      0       0      M  (35,45]    Married  Manual labourer
## 2816    1     1      0       0      M  (75,85]    Married Unskilled worker
## 2824    0     1      0       1      M  (65,75]    Married  Manual labourer
## 2827    0     0      0       0      M  (65,75]    Married       Management
## 2829    0     0      0       0      F  (35,45]   Divorcee         Employee
## 2831    0     0      0       0      F  (75,85]    Widower         Employee
## 2832    0     0      0       0      M  (45,55]   Divorcee       Technician
## 2833    0     0      0       0      F  (35,45]    Married Unskilled worker
## 2835    1     1      0       1      M  (35,45]     Single       Management
## 2845    0     0      0       0      F  (35,45]    Married         Employee
## 2846    0     1      0       0      M  (35,45]    Married         Employee
## 2848    0     0      0       0      F  [15,25]     Single  Manual labourer
## 2855    0     0      1       0      M  (25,35]     Single         Employee
## 2861    0     0      0       0      M  (35,45]    Married Unskilled worker
## 2865    1     1      1       0      F  (35,45]    Married          Foreman
## 2867    0     0      1       0      F  (65,75]    Widower         Employee
## 2872    0     0      0       0      F  (35,45]    Married         Employee
## 2878    0     0      0       0      M  (75,85]    Married  Manual labourer
## 2888    0     0      0       0      M  (25,35]    Married       Technician
## 2899    0     0      0       0      M  (55,65]    Widower  Manual labourer
## 2900    0     0      0       0      M  (45,55]     Single Unskilled worker
## 2905    0     0      1       0      F  (45,55]    Married  Manual labourer
## 2907    0     0      0       0      M  (45,55]    Married  Manual labourer
## 2908    0     0      0       0      F  (65,75]    Widower         Employee
## 2909    1     0      0       0      M  [15,25]     Single Unskilled worker
## 2920    0     0      1       0      M  (25,35]     Single       Technician
## 2921    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2930    0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 2931    0     0      0       0      F  (25,35]    Married         Employee
## 2933    0     0      0       0      F  (25,35]    Married       Management
## 2934    0     1      0       1      M  (45,55]    Married  Manual labourer
## 2938    0     0      0       0      M  (45,55]    Married Unskilled worker
## 2939    0     1      0       0      F  (45,55]    Married Unskilled worker
## 2942    0     0      0       0      M  (55,65]  Remarried  Manual labourer
## 2947    0     0      0       0      F  (75,85]    Widower  Manual labourer
## 2952    0     0      0       0      M  (75,85]    Married          Foreman
## 2955    1     0      0       0      M  (35,45]    Married Unskilled worker
## 2960    0     0      0       0      F  (25,35]    Married         Employee
## 2965    0     1      0       1      M  (45,55]    Married          Foreman
## 2966    1     0      0       0      F  (35,45]   Divorcee         Employee
## 2967    1     1      1       0      M  (35,45]     Single       Management
## 2968    1     0      0       0      F  (35,45]    Married         Employee
## 2970    0     0      0       0      M  (25,35]   Divorcee  Manual labourer
## 2976    0     0      0       0      M  (65,75]    Married  Manual labourer
## 2988    0     0      0       0      F  (65,75]    Married         Employee
## 2993    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3005    0     0      0       0      F  (65,75]    Married         Employee
## 3009    0     0      0       0      F  (55,65]  Remarried  Manual labourer
## 3010    1     1      0       0      F  (55,65]    Widower Unskilled worker
## 3013    1     0      0       0      M  (45,55]  Remarried  Manual labourer
## 3014    0     0      0       0      F  (35,45]    Married         Employee
## 3016    0     0      0       0      M  (35,45]    Married Unskilled worker
## 3037    0     0      0       0      M  (35,45]    Married       Technician
## 3038    0     0      0       0      F  (35,45]    Married         Employee
## 3044    1     1      0       1      M  (35,45]    Married         Employee
## 3050    1     0      1       0      F  (25,35]     Single  Manual labourer
## 3054    0     1      0       0      M  [15,25]     Single Unskilled worker
## 3056    1     1      0       1      F  (55,65]    Married         Employee
## 3062    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3066    0     0      0       0      F  (55,65]    Married         Employee
## 3074    0     0      0       0      F  [15,25]    Married Unskilled worker
## 3085    0     0      0       0      M  (45,55]    Married Unskilled worker
## 3087    0     0      0       0      M  (55,65]    Married Unskilled worker
## 3096    1     1      0       0      M  (45,55]    Married       Management
## 3105    0     0      0       0      M  (55,65]     Single Unskilled worker
## 3109    1     0      0       0      F  (35,45]    Married  Manual labourer
## 3112    0     1      1       1      M  (25,35]     Single Unskilled worker
## 3115    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3117    0     1      0       0      F  (55,65]     Single         Employee
## 3133    0     0      1       0      F  (65,75]    Married         Employee
## 3134    0     0      0       0      F  (45,55]    Widower         Employee
## 3137    1     0      0       0      M  (75,85]    Widower         Employee
## 3139    1     0      0       0      M  (55,65]    Married  Manual labourer
## 3141    0     0      0       0      M  (65,75]    Married            Other
## 3143    0     0      0       0      M  (75,85]    Married  Manual labourer
## 3148    0     1      0       0      F  (35,45]    Married            Other
## 3150    0     1      0       0      F  (45,55]   Divorcee         Employee
## 3161    0     0      0       0      M  (55,65]  Remarried       Management
## 3164    0     0      0       0      F  (35,45]    Married         Employee
## 3172    0     0      0       0      M  (35,45]    Married       Management
## 3173    1     1      1       0      M  (45,55]    Married       Technician
## 3177    1     1      0       0      F  (65,75]    Married         Employee
## 3181    0     0      0       0      F  (35,45]    Married         Employee
## 3182    1     0      0       0      F  (45,55]    Married         Employee
## 3183    1     1      0       0      F  (35,45]    Married  Manual labourer
## 3188    1     1      0       0      M  (45,55]   Divorcee       Management
## 3190    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3195    0     1      0       0      M  (45,55]    Married            Other
## 3199    0     1      0       0      F  (45,55]    Married         Employee
## 3200    0     0      0       0      F  (65,75]    Married Unskilled worker
## 3207    0     0      0       0      F  [15,25]     Single Unskilled worker
## 3210    1     1      0       0      F  (35,45]    Married         Employee
## 3213    1     0      0       0      F  (55,65]    Married       Management
## 3217    0     0      0       0      F  (35,45]    Married         Employee
## 3228    1     0      1       0      F  (25,35]     Single          Foreman
## 3235    0     0      0       0      M  [15,25]     Single       Technician
## 3236    0     0      0       0      M  (55,65]     Single         Employee
## 3244    0     1      0       1      M  (45,55]  Remarried  Manual labourer
## 3247    0     0      0       0      F  (35,45]  Remarried         Employee
## 3254    1     0      0       1      F  (65,75]    Widower         Employee
## 3256    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3257    0     0      0       0      M  [15,25]     Single Unskilled worker
## 3259    0     0      0       0      M  (45,55]    Married Unskilled worker
## 3264    1     0      0       0      F  (45,55]    Married            Other
## 3269    0     0      0       0      F  (45,55]    Married            Other
## 3270    0     0      0       0      F  (35,45]    Married            Other
## 3271    0     0      0       0      F  [15,25]     Single         Employee
## 3274    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3282    0     0      0       0      F  (35,45]     Single Unskilled worker
## 3291    1     1      1       0      F  (25,35]     Single  Manual labourer
## 3293    1     0      0       0      F  (35,45]    Married          Foreman
## 3296    0     0      0       0      M  (45,55]  Remarried         Employee
## 3316    0     0      0       1      M  (25,35]     Single       Technician
## 3335    1     0      1       0      F  (75,85]    Widower         Employee
## 3344    1     0      1       0      F  (35,45]   Divorcee         Employee
## 3346    1     0      1       0      F  [15,25]    Married         Employee
## 3348    0     0      1       0      F  (35,45]   Divorcee         Employee
## 3353    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 3357    1     1      1       1      F  (35,45]  Remarried         Employee
## 3358    1     1      0       1      M  [15,25]     Single         Employee
## 3367    1     1      0       0      F  (65,75]  Remarried  Manual labourer
## 3389    1     0      0       1      M  (35,45]    Married  Manual labourer
## 3400    1     1      0       1      M  (45,55]    Married  Manual labourer
## 3403    1     1      0       0      F  (45,55]  Remarried         Employee
## 3413    0     0      0       0      F  (75,85]    Married         Employee
## 3414    0     0      0       1      F  (35,45]    Married Unskilled worker
## 3417    1     0      1       0      F  [15,25]     Single         Employee
## 3418    0     0      0       0      M  (35,45]    Married          Foreman
## 3427    0     1      1       0      M  (55,65]    Married       Management
## 3435    0     0      0       0      M  [15,25]     Single  Manual labourer
## 3440    1     0      0       0      M  (25,35]     Single       Management
## 3442    0     0      0       0      M  (45,55]    Married       Technician
## 3445    1     1      1       0      F  (25,35]    Married            Other
## 3451    0     0      0       0      F  (55,65]    Married         Employee
## 3459    0     0      0       0      M  (45,55]    Married Unskilled worker
## 3466    0     0      0       0      F  (35,45]    Married         Employee
## 3491    0     0      0       0      M  (45,55]    Married       Management
## 3495    1     1      0       0      M  (25,35]    Married         Employee
## 3496    0     0      0       1      M  (25,35]    Married       Technician
## 3497    0     0      0       0      M  [15,25]     Single Unskilled worker
## 3499    0     0      0       0      M  (45,55]  Remarried  Manual labourer
## 3503    1     1      1       1      M  (25,35]     Single  Manual labourer
## 3504    0     0      0       0      F  (35,45]    Married         Employee
## 3511    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 3516    1     1      1       0      M  (65,75]    Married       Technician
## 3523    0     0      0       0      F  (25,35]     Single Unskilled worker
## 3533    1     1      0       0      F  (45,55]    Married       Management
## 3535    1     0      0       0      F  (35,45]     Single Unskilled worker
## 3545    0     0      0       0      M  (65,75]    Married       Technician
## 3550    0     1      0       0      F  (45,55]    Married            Other
## 3554    0     0      0       0      M  (45,55]    Married         Employee
## 3562    0     0      0       0      F  (25,35]    Married  Manual labourer
## 3575    0     0      0       0      F  (25,35]    Married Unskilled worker
## 3577    0     0      0       0      M  (65,75]    Married       Technician
## 3578    0     1      1       0      M  (45,55]    Married       Management
## 3589    0     0      0       0      F  (45,55]    Widower         Employee
## 3594    1     1      0       0      M  (55,65]    Married  Manual labourer
## 3611    0     0      0       0      F  (65,75]    Married         Employee
## 3622    0     0      0       0      M  (25,35]     Single Unskilled worker
## 3624    0     0      0       0      M  (25,35]    Married       Management
## 3629    0     0      0       0      M  (55,65]    Married          Foreman
## 3632    1     1      0       0      M  (25,35]  Remarried       Management
## 3638    0     0      0       0      M  (35,45]     Single Unskilled worker
## 3646    1     0      0       0      F  (35,45]    Married          Foreman
## 3648    1     0      1       0      M  (55,65]    Married       Management
## 3650    0     0      0       0      M  (65,75]    Married  Manual labourer
## 3654    1     1      0       0      F  (35,45]   Divorcee         Employee
## 3655    1     0      0       0      F  (75,85]    Married         Employee
## 3656    0     1      0       0      F  (25,35]     Single         Employee
## 3660    1     0      0       1      F  (35,45]    Married         Employee
## 3667    0     0      0       0      M  (25,35]    Married Unskilled worker
## 3670    0     0      1       0      M  (65,75]    Married       Management
## 3675    1     1      0       0      F  (25,35]    Married         Employee
## 3677    0     0      0       0      M  (75,85]     Single            Other
## 3681    0     0      1       0      F  (25,35]    Married          Foreman
## 3683    0     0      0       0      M  (75,85]    Widower       Management
## 3689    0     0      0       0      M  (65,75]    Married         Employee
## 3696    1     0      0       0      M  (35,45]    Married Unskilled worker
## 3698    0     0      0       0      F  [15,25]     Single  Manual labourer
## 3702    1     1      0       1      F  (55,65]     Single         Employee
## 3703    0     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 3704    1     1      0       0      M  [15,25]     Single       Management
## 3705    1     1      1       0      F  (35,45]    Married       Management
## 3706    1     1      0       0      F  (35,45]    Married       Management
## 3710    0     0      0       0      F  (55,65]   Divorcee         Employee
## 3716    1     1      1       1      F  (35,45]   Divorcee       Management
## 3729    0     0      0       0      M  (75,85]    Married  Manual labourer
## 3734    0     0      1       0      M  [15,25]     Single Unskilled worker
## 3740    0     1      0       1      F  (45,55]  Remarried         Employee
## 3742    0     0      1       0      F  (25,35]    Married          Foreman
## 3752    1     1      1       1      F  (35,45]    Married       Management
## 3755    1     0      1       0      M  (35,45]    Married       Technician
## 3758    1     1      0       0      M  (35,45]     Single       Management
## 3761    1     1      1       1      M  (25,35]     Single       Technician
## 3763    1     1      0       0      M  (25,35]     Single         Employee
## 3767    0     0      0       0      M  (45,55]    Married       Technician
## 3778    0     0      0       0      M  (25,35]     Single  Manual labourer
## 3783    0     1      0       0      F  (45,55]  Remarried         Employee
## 3788    1     1      0       0      F  (35,45]    Widower Unskilled worker
## 3793    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3800    0     1      0       0      M  (55,65]    Married         Employee
## 3806    0     0      0       1      F  (25,35]   Divorcee  Manual labourer
## 3808    0     0      1       0      M  (25,35]   Divorcee          Foreman
## 3809    1     0      0       0      F  (25,35]    Married Unskilled worker
## 3816    0     0      0       0      F  (65,75]    Married         Employee
## 3817    1     1      1       0      F  (45,55]    Married       Management
## 3822    0     1      0       0      F  (65,75]    Married         Employee
## 3830    1     0      0       0      M  (65,75]    Married          Foreman
## 3831    1     0      0       0      F  (35,45]    Married  Manual labourer
## 3833    0     1      0       0      F  (45,55]    Married          Foreman
## 3835    0     1      0       1      M  (55,65]    Married       Technician
## 3836    0     0      0       0      M  (65,75]    Married Unskilled worker
## 3837    0     0      0       0      M  (35,45]    Married  Manual labourer
## 3842    0     0      0       1      F  (45,55]    Widower         Employee
## 3849    1     1      0       0      M  (35,45]    Married       Management
## 3850    1     0      0       0      M  (35,45]    Married  Manual labourer
## 3851    0     0      0       0      M  (35,45]    Married       Technician
## 3857    0     1      0       0      M  (55,65]    Married Unskilled worker
## 3860    0     0      0       0      M  (35,45]     Single  Manual labourer
## 3866    1     0      0       0      F  (25,35]   Divorcee         Employee
## 3870    1     0      1       0      F  (35,45]     Single         Employee
## 3887    1     0      0       0      F  (35,45]    Married         Employee
## 3889    0     0      0       0      F  [15,25]     Single         Employee
## 3890    0     0      0       0      F  (45,55]    Married       Management
## 3898    0     0      0       0      M  (25,35]    Married       Technician
## 3899    0     1      0       0      F  (25,35]    Married          Foreman
## 3902    0     0      0       0      M  (25,35]     Single       Management
## 3904    0     0      0       0      M  (55,65]    Married  Manual labourer
## 3907    0     0      0       0      M  (55,65]    Married          Foreman
## 3909    0     0      0       0      M  (45,55]     Single  Manual labourer
## 3912    0     0      0       0      F  (45,55]   Divorcee         Employee
## 3922    0     0      0       0      M  (35,45]     Single  Manual labourer
## 3926    0     0      0       0      M  (45,55]    Married  Manual labourer
## 3935    0     0      0       0      F  [15,25]     Single         Employee
## 3945    1     0      0       0      F  (25,35]     Single         Employee
## 3957    0     0      0       0      M  [15,25]     Single Unskilled worker
## 3966    0     0      0       0      F  [15,25]     Single         Employee
## 3976    0     0      0       0      F  (65,75]    Married         Employee
## 4000    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4002    0     0      0       0      M  (25,35]     Single         Employee
## 4003    0     0      1       1      F  (35,45]   Divorcee         Employee
## 4005    0     0      0       0      M  (55,65]    Married       Management
## 4007    0     1      0       0      F  (35,45]    Married  Manual labourer
## 4016    0     0      1       0      F  (35,45]    Married         Employee
## 4019    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4021    0     0      0       0      F  (45,55]    Married         Employee
## 4034    0     1      0       0      M  (25,35]    Married       Management
## 4035    0     0      0       0      F  (75,85]    Widower       Management
## 4037    0     0      0       0      F  (65,75]    Married         Employee
## 4056    1     0      0       0      F  (35,45]     Single         Employee
## 4060    0     1      1       0      M  (45,55]   Divorcee          Foreman
## 4066    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4068    0     0      0       0      M  (65,75]    Married         Employee
## 4071    0     1      0       0      M  (55,65]    Married       Technician
## 4075    0     0      0       0      M  (55,65]    Married  Manual labourer
## 4082    0     0      0       0      M  (55,65]    Widower Unskilled worker
## 4087    1     0      0       0      M  (45,55]     Single  Manual labourer
## 4093    0     0      0       0      F  [15,25]     Single         Employee
## 4096    0     1      0       0      M  (55,65]    Married       Management
## 4097    0     1      1       1      M  (25,35]     Single       Management
## 4098    0     0      0       0      F  (45,55]    Married            Other
## 4102    0     0      0       0      F  [15,25]    Married         Employee
## 4108    0     0      0       0      F  [15,25]    Married         Employee
## 4118    0     1      0       0      M  (45,55]    Married       Technician
## 4125    1     1      1       0      F  (55,65]    Married       Management
## 4135    1     1      1       0      F  [15,25]     Single            Other
## 4145    0     1      0       0      F  (65,75]     Single       Management
## 4148    1     1      0       0      F  (25,35]    Married         Employee
## 4163    1     1      0       0      F  (45,55]    Married         Employee
## 4167    1     0      0       0      F  (35,45]    Married       Management
## 4182    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 4188    1     0      0       0      F  (25,35]     Single         Employee
## 4190    0     1      0       0      M  (55,65]    Married          Foreman
## 4192    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4195    0     0      0       0      F  (45,55]    Married Unskilled worker
## 4197    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4205    0     0      0       1      M  (35,45]    Married       Management
## 4207    0     1      1       1      F  (45,55]    Married       Management
## 4212    1     0      1       0      F  [15,25]     Single         Employee
## 4216    0     1      0       0      M  (35,45]    Married          Foreman
## 4218    1     0      0       1      M  (55,65]    Married       Technician
## 4223    0     0      0       0      F  (55,65]    Married         Employee
## 4224    0     0      0       0      M  (25,35]     Single  Manual labourer
## 4226    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4227    1     1      0       0      F  (25,35]    Married Unskilled worker
## 4230    0     1      1       0      F  (55,65]    Widower Unskilled worker
## 4234    0     0      0       0      F  (45,55]    Married         Employee
## 4237    0     0      0       0      F  [15,25]     Single         Employee
## 4242    0     0      0       0      F  (25,35]     Single         Employee
## 4244    0     0      0       0      F  (35,45]    Married         Employee
## 4256    1     0      0       0      F  (65,75]    Married         Employee
## 4266    1     0      0       1      F  (65,75]    Married         Employee
## 4280    0     0      1       0      F  (25,35]    Married         Employee
## 4282    0     1      0       0      M  (35,45]    Married         Employee
## 4284    0     1      0       0      F  (25,35]    Married         Employee
## 4286    0     0      1       1      F  (65,75]   Divorcee         Employee
## 4288    0     1      1       0      M  (35,45]     Single       Technician
## 4291    0     0      1       0      M  [15,25]     Single         Employee
## 4293    0     0      1       1      F  (25,35]     Single         Employee
## 4302    0     0      0       0      M  (35,45]   Divorcee       Technician
## 4313    0     0      0       0      F  (55,65]    Married         Employee
## 4327    1     1      1       1      M  (45,55]    Married          Foreman
## 4332    0     0      0       0      M  (55,65]    Married          Foreman
## 4345    0     0      0       0      M  (45,55]    Married       Technician
## 4352    0     0      0       0      M  (75,85]    Married          Foreman
## 4354    0     0      0       0      F  (65,75]    Widower          Foreman
## 4356    0     0      0       0      F  (65,75]    Widower          Foreman
## 4362    0     0      0       0      F  (25,35]    Married         Employee
## 4368    0     0      0       0      F  (25,35]    Married         Employee
## 4370    0     1      0       0      M  (35,45]    Married       Management
## 4375    1     1      0       0      M  (25,35]     Single       Technician
## 4378    0     0      0       0      M  (35,45]    Married  Manual labourer
## 4379    1     1      0       0      F  (65,75]    Married       Management
## 4381    0     1      0       0      F  (55,65]    Married  Manual labourer
## 4387    0     1      1       0      F  (35,45]    Married         Employee
## 4388    0     0      0       0      F  (45,55]     Single         Employee
## 4389    1     0      0       0      F  (55,65]    Married         Employee
## 4399    0     0      0       0      M  (75,85]    Married          Foreman
## 4400    0     0      0       0      M  (65,75]    Married  Manual labourer
## 4408    0     0      0       0      F  (35,45]    Married         Employee
## 4415    0     0      1       0      M  (65,75]    Widower         Employee
## 4421    0     0      0       1      F  (65,75]    Married         Employee
## 4433    1     1      0       0      M  (55,65]    Married  Manual labourer
## 4434    1     0      1       0      M  (25,35]     Single Unskilled worker
## 4436    0     0      0       0      F  (35,45]  Remarried            Other
## 4437    1     1      0       0      F  (45,55]    Married         Employee
## 4439    0     0      0       0      M  (25,35]     Single       Management
## 4440    0     0      0       0      F  (45,55]    Married         Employee
## 4445    0     0      0       1      F  (35,45]    Married  Manual labourer
## 4446    0     1      0       0      M  (25,35]    Married  Manual labourer
## 4447    0     0      0       0      M  (75,85]    Married          Foreman
## 4449    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4461    0     0      0       0      M  (35,45]     Single       Technician
## 4466    0     0      0       0      M (85,100]    Widower Unskilled worker
## 4468    0     0      0       0      F  (35,45]    Married         Employee
## 4496    0     0      0       0      F  (55,65]     Single         Employee
## 4499    0     0      0       0      M  (45,55]    Married         Employee
## 4501    1     0      0       0      F  (25,35]     Single         Employee
## 4508    0     0      0       0      M  (65,75]    Married Unskilled worker
## 4511    0     0      0       0      F  (75,85]    Widower         Employee
## 4514    0     0      0       0      M  (75,85]    Married Unskilled worker
## 4529    0     0      1       0      F (85,100]    Widower       Management
## 4537    0     1      0       0      F  (25,35]     Single         Employee
## 4540    0     0      0       0      F  (55,65]    Widower  Manual labourer
## 4543    0     0      0       0      F  (55,65]    Widower  Manual labourer
## 4545    1     0      0       1      F  (45,55]   Divorcee         Employee
## 4549    0     0      0       0      F  (35,45]    Married         Employee
## 4555    0     0      0       0      F  (25,35]   Divorcee         Employee
## 4561    1     0      0       0      F  (35,45]    Married         Employee
## 4571    0     0      1       0      F  (55,65]    Married Unskilled worker
## 4573    1     1      1       0      M  (45,55]  Remarried          Foreman
## 4574    0     1      1       0      M  (55,65]  Remarried            Other
## 4575    0     0      0       0      F  (65,75]    Widower         Employee
## 4579    1     0      0       1      F  (25,35]     Single         Employee
## 4588    0     0      1       1      F  (35,45]    Married Unskilled worker
## 4595    0     0      0       0      M  (55,65]  Remarried       Management
## 4601    1     1      0       0      M  (35,45]     Single       Management
## 4604    0     0      0       0      F  (55,65]   Divorcee         Employee
## 4609    1     1      1       0      F  (35,45]    Married         Employee
## 4613    0     0      0       0      F  (35,45]     Single         Employee
## 4639    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4642    0     1      0       1      M  [15,25]   Divorcee Unskilled worker
## 4647    0     1      1       0      F  (55,65]    Married            Other
## 4662    0     0      0       0      F  (35,45]    Married         Employee
## 4665    0     0      0       1      F  (65,75]    Married         Employee
## 4666    0     0      0       0      F  (35,45]    Married         Employee
## 4676    0     0      0       0      F  (75,85]    Widower          Foreman
## 4681    0     0      0       0      M  (55,65]   Divorcee          Foreman
## 4683    0     0      0       0      M  [15,25]     Single Unskilled worker
## 4687    0     0      0       0      M  (45,55]   Divorcee Unskilled worker
## 4692    0     0      0       0      M  (65,75]   Divorcee         Employee
## 4696    0     0      0       0      F  (25,35]    Married         Employee
## 4704    1     1      0       0      F  (35,45]   Divorcee       Management
## 4710    0     0      0       0      F  (55,65]    Married         Employee
## 4713    0     0      0       0      F  (35,45]    Married         Employee
## 4715    0     0      0       0      F  (35,45]    Married          Foreman
## 4723    0     0      0       0      M  (65,75]    Widower          Foreman
## 4724    1     0      1       0      M  (55,65]  Remarried  Manual labourer
## 4729    1     0      0       0      M  (75,85]     Single            Other
## 4732    0     0      0       0      M  (25,35]    Married  Manual labourer
## 4742    1     0      0       1      F  (65,75]    Widower Unskilled worker
## 4745    0     0      1       0      M  (45,55]     Single         Employee
## 4746    0     0      0       0      M  (65,75]  Remarried       Technician
## 4750    1     0      0       0      M  (25,35]     Single       Management
## 4751    0     0      0       0      F  (25,35]   Divorcee Unskilled worker
## 4752    0     0      1       0      M  [15,25]     Single            Other
## 4755    0     0      0       0      F  (35,45]   Divorcee            Other
## 4758    0     0      0       0      M  (65,75]    Married         Employee
## 4759    0     0      0       0      F  (65,75]    Married Unskilled worker
## 4762    1     0      0       1      M  (45,55]    Married       Technician
## 4763    0     1      0       0      M  (35,45]    Married       Management
## 4765    0     0      0       0      F  (25,35]    Married         Employee
## 4766    0     0      0       0      F  (55,65]   Divorcee         Employee
## 4771    1     0      0       0      F  (25,35]     Single         Employee
## 4778    0     0      1       0      F  (35,45]    Married         Employee
## 4781    0     0      0       0      M  (45,55]     Single  Manual labourer
## 4782    0     0      0       0      F  (25,35]     Single         Employee
## 4785    1     1      0       0      F  (45,55]    Married         Employee
## 4789    0     0      0       0      M  (45,55]    Married  Manual labourer
## 4791    0     0      0       1      M  (45,55]   Divorcee  Manual labourer
## 4803    0     1      0       0      F  (55,65]    Widower         Employee
## 4807    0     0      0       0      F  (35,45]   Divorcee         Employee
## 4813    1     1      0       0      F  (45,55]    Widower          Foreman
## 4823    1     1      0       0      F  (65,75]    Widower          Foreman
## 4826    0     0      0       0      M  [15,25]     Single         Employee
## 4828    1     1      1       0      F  (25,35]    Married       Management
## 4832    0     0      0       0      F  (55,65]    Married         Employee
## 4835    0     1      0       1      F  (55,65]    Married         Employee
## 4837    0     1      0       0      F  (45,55]  Remarried         Employee
## 4840    0     0      0       0      F  (35,45]    Married         Employee
## 4846    0     0      0       0      M  (55,65]    Married       Management
## 4847    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 4848    0     0      0       0      F  (55,65]    Married          Foreman
## 4851    0     1      0       0      F  [15,25]     Single  Manual labourer
## 4860    1     0      0       0      F  (35,45]    Married         Employee
## 4875    0     1      0       1      M  (35,45]    Married  Manual labourer
## 4876    1     1      0       0      F  (25,35]    Married            Other
## 4879    0     0      0       0      F  (35,45]    Married Unskilled worker
## 4882    0     1      0       0      M  (45,55]    Married       Technician
## 4883    0     0      0       0      M  (45,55]    Married Unskilled worker
## 4891    0     1      1       0      F  (55,65]    Married         Employee
## 4894    0     0      0       0      F  (35,45]    Married         Employee
## 4907    1     1      1       0      M  (35,45]    Married          Foreman
## 4908    0     1      0       0      M  (35,45]   Divorcee         Employee
## 4913    0     0      1       0      M  (55,65]    Widower          Foreman
## 4927    0     0      0       0      F  (35,45]    Married         Employee
## 4931    1     1      0       0      M  (55,65]    Married       Management
## 4934    0     0      0       0      F  (55,65]   Divorcee          Foreman
## 4940    1     1      0       0      M  (45,55]    Married       Management
## 4942    1     0      0       0      M  (55,65]    Married       Management
## 4943    0     0      0       0      F  (25,35]     Single       Management
## 4955    1     1      1       0      F  (25,35]     Single       Management
## 4961    1     0      0       0      M  (45,55]    Married       Management
## 4967    0     1      0       0      M  (55,65]    Married       Management
## 4981    0     0      0       1      M  (45,55]    Married          Foreman
## 4992    0     0      0       0      M  (45,55]    Married       Management
## 4997    0     0      0       0      F  (45,55]    Married         Employee
## 5005    1     1      0       0      F  (75,85]     Single          Foreman
## 5009    0     0      0       0      F  (45,55]    Married         Employee
## 5017    0     0      1       0      F  (45,55]   Divorcee       Technician
## 5019    0     0      0       0      F  [15,25]     Single Unskilled worker
## 5020    1     1      0       0      F  (65,75]    Married       Management
## 5021    0     0      0       0      M  [15,25]     Single Unskilled worker
## 5024    0     0      0       0      M  (65,75]     Single Unskilled worker
## 5035    0     0      0       0      F (85,100]    Widower         Employee
## 5036    0     1      0       0      F  (35,45]    Married         Employee
## 5037    1     0      0       0      M  (45,55]    Married         Employee
## 5043    0     0      0       0      M  (45,55]    Married       Management
## 5044    0     0      0       0      F  (45,55]  Remarried  Manual labourer
## 5045    1     1      1       0      F  (45,55]    Married            Other
## 5049    1     1      1       0      F  (45,55]     Single            Other
## 5059    1     1      1       0      F  (65,75]    Widower       Management
## 5060    0     1      1       0      F  (35,45]    Married         Employee
## 5061    0     0      0       0      M  (65,75]    Married         Employee
## 5063    0     1      0       1      F  (35,45]     Single       Technician
## 5066    1     0      0       0      F  (65,75]    Widower            Other
## 5083    1     0      0       0      M  (45,55]    Married       Technician
## 5085    1     1      0       0      M  (45,55]    Married       Management
## 5098    0     0      0       0      F  (25,35]     Single          Foreman
## 5106    1     0      1       0      M  (45,55]     Single          Foreman
## 5120    1     0      0       0      F  (35,45]    Married          Foreman
## 5125    0     0      0       1      M  (45,55]    Married         Employee
## 5128    0     0      0       0      F  (25,35]     Single  Manual labourer
## 5137    0     0      0       0      F (85,100]    Widower         Employee
## 5140    1     1      1       1      F  (45,55]    Widower         Employee
## 5142    1     0      1       0      M  [15,25]     Single Unskilled worker
## 5152    1     0      1       0      F  (25,35]    Married         Employee
## 5155    0     0      0       0      F  (25,35]     Single         Employee
## 5160    0     0      0       0      F  (25,35]     Single         Employee
## 5163    0     0      0       0      F  (35,45]   Divorcee Unskilled worker
## 5171    1     1      0       0      M  (25,35]     Single       Technician
## 5174    0     0      0       0      M  (55,65]   Divorcee  Manual labourer
## 5185    0     0      0       0      M  (65,75]    Married Unskilled worker
## 5199    1     1      0       0      M  (35,45]     Single       Management
## 5222    1     0      1       0      M  (25,35]     Single            Other
## 5223    0     0      0       0      M  (45,55]    Married       Technician
## 5226    0     1      0       0      M  (45,55]    Married       Management
## 5232    0     0      0       0      F  (75,85]    Widower         Employee
## 5234    0     0      0       0      M  (25,35]     Single Unskilled worker
## 5244    0     0      0       1      F  (45,55]    Widower         Employee
## 5246    0     1      0       0      M  (65,75]    Married            Other
## 5247    0     1      0       0      M  (45,55]    Married       Technician
## 5259    0     0      0       1      F  (25,35]     Single Unskilled worker
## 5265    1     1      1       0      F  (25,35]     Single       Technician
## 5271    0     0      1       0      M  (35,45]   Divorcee Unskilled worker
## 5278    0     0      0       0      M  (65,75]    Married       Management
## 5289    0     1      0       0      M  (25,35]    Married  Manual labourer
## 5291    0     0      0       0      M  (45,55]    Married  Manual labourer
## 5297    1     0      0       0      M  [15,25]     Single Unskilled worker
## 5302    1     1      1       0      M  (35,45]    Married       Management
## 5310    0     0      0       0      M  (35,45]     Single Unskilled worker
## 5311    0     0      0       0      M  (65,75]    Married Unskilled worker
## 5313    0     0      0       0      M  (35,45]    Married Unskilled worker
## 5319    1     1      0       0      F  (45,55]    Married         Employee
## 5323    1     0      0       0      M  (45,55]  Remarried          Foreman
## 5324    1     1      0       0      F  (45,55]    Married          Foreman
## 5342    1     1      1       0      F  (45,55]     Single         Employee
## 5344    0     0      0       0      M  (25,35]    Married         Employee
## 5353    0     0      1       0      M  [15,25]     Single  Manual labourer
## 5355    0     0      0       1      F  (65,75]    Married  Manual labourer
## 5356    1     0      0       0      F  (45,55]    Married         Employee
## 5362    1     1      0       0      M  (45,55]    Married       Management
## 5363    1     0      0       0      M  (35,45]    Married       Technician
## 5364    1     1      0       0      F  (55,65]    Married         Employee
## 5366    1     1      1       0      M  (65,75]    Married       Management
## 5372    0     0      0       0      F  (55,65]    Married       Management
## 5382    1     0      0       0      M  (55,65]    Married  Manual labourer
## 5387    0     1      0       0      F  (25,35]    Married         Employee
## 5388    0     1      1       0      F  (45,55]   Divorcee         Employee
## 5393    1     1      1       0      F  (35,45]    Married         Employee
## 5396    1     1      1       0      F  (45,55]     Single          Foreman
## 5401    0     0      0       0      F  (55,65]    Married         Employee
## 5404    0     0      0       0      F  (45,55]   Divorcee  Manual labourer
## 5408    0     0      0       0      M  (35,45]     Single          Foreman
## 5415    0     0      0       0      F  (25,35]     Single         Employee
## 5421    1     1      1       0      F  (45,55]    Married  Manual labourer
## 5426    1     0      0       0      F  (55,65]    Married         Employee
## 5429    0     0      0       0      M  (65,75]    Widower         Employee
## 5435    0     1      1       0      M  (65,75]    Married       Management
## 5436    0     0      1       0      M  (45,55]     Single Unskilled worker
## 5439    0     0      0       0      M  (25,35]     Single Unskilled worker
## 5444    0     0      0       0      M  (65,75]     Single  Manual labourer
## 5445    0     1      0       1      M  [15,25]     Single  Manual labourer
## 5449    1     1      0       0      F  (55,65]    Married         Employee
## 5450    0     1      0       1      M  (35,45]    Married          Foreman
## 5453    0     0      0       0      F  (55,65]    Married         Employee
## 5457    0     1      0       0      F  (35,45]     Single       Management
## 5459    1     0      0       0      F  (35,45]    Widower         Employee
## 5469    0     0      0       0      M  (55,65]    Married          Foreman
## 5478    0     0      0       0      F  (25,35]    Married         Employee
## 5482    1     1      0       0      M  (55,65]   Divorcee       Management
## 5484    0     1      0       1      F  (55,65]    Married         Employee
## 5500    0     0      0       0      M  (45,55]     Single  Manual labourer
## 5504    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 5509    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5522    0     0      0       0      F  (35,45]   Divorcee  Manual labourer
## 5523    0     0      0       0      F  (35,45]    Married         Employee
## 5531    0     1      0       1      M  (45,55]    Married          Foreman
## 5538    1     1      0       0      F  (45,55]   Divorcee          Foreman
## 5549    0     0      0       0      F  (45,55]    Married         Employee
## 5560    0     0      0       1      M  (35,45]    Married       Technician
## 5561    0     0      0       0      F  (75,85]    Widower         Employee
## 5562    1     0      0       0      F  (35,45]    Married       Management
## 5564    0     0      0       0      M  (35,45]    Married       Technician
## 5567    0     0      0       0      M  (25,35]     Single       Technician
## 5570    1     0      0       0      F  (25,35]    Married       Technician
## 5576    0     0      0       0      F  (35,45]    Married       Technician
## 5577    0     1      0       0      F  (75,85]    Married         Employee
## 5595    1     1      1       0      F  (55,65]    Widower       Management
## 5596    0     0      0       0      F  (65,75]    Widower  Manual labourer
## 5597    0     0      0       0      F  (25,35]     Single         Employee
## 5607    1     1      0       0      M  (45,55]     Single         Employee
## 5618    0     1      0       0      F  (25,35]    Married       Management
## 5621    0     0      0       0      M  (55,65]    Married          Foreman
## 5629    1     1      0       0      F  (45,55]    Married          Foreman
## 5630    1     1      1       0      F  (55,65]  Remarried         Employee
## 5631    0     0      0       0      F  (45,55]    Married         Employee
## 5637    1     1      1       0      M  (25,35]     Single       Management
## 5638    0     1      1       0      M (85,100]    Married       Management
## 5641    1     1      1       1      M  [15,25]     Single  Manual labourer
## 5642    0     0      0       0      M  (75,85]    Married  Manual labourer
## 5652    0     0      0       0      F  (35,45]    Married  Manual labourer
## 5656    0     1      1       1      F  (55,65]    Married  Manual labourer
## 5661    1     0      0       0      M  (25,35]    Married            Other
## 5670    0     0      1       1      F  (35,45]   Divorcee         Employee
## 5671    1     0      0       0      M  (35,45]    Married       Technician
## 5678    0     0      0       0      M  (55,65]    Married         Employee
## 5679    0     0      0       0      M  (35,45]     Single       Technician
## 5690    1     0      0       0      M  (25,35]    Married       Management
## 5693    1     0      1       0      M  (25,35]     Single         Employee
## 5695    0     0      0       0      F  (65,75]    Married         Employee
## 5696    1     0      0       0      F  (45,55]    Married  Manual labourer
## 5702    0     0      0       0      F  (75,85]     Single  Manual labourer
## 5703    0     0      0       0      F  (25,35]    Married          Foreman
## 5709    1     0      1       0      F  (35,45]  Remarried         Employee
## 5719    0     0      0       1      M  (45,55]    Married  Manual labourer
## 5720    1     1      0       0      M  (25,35]    Married         Employee
## 5732    0     0      0       1      F  (45,55]   Divorcee         Employee
## 5737    0     0      0       0      F  (75,85]    Married         Employee
## 5742    0     0      0       0      M  (25,35]    Married       Management
## 5744    0     0      0       1      F  (25,35]    Married         Employee
## 5746    0     0      0       0      F  (65,75]    Married  Manual labourer
## 5749    1     0      0       0      F  (45,55]   Divorcee          Foreman
## 5765    1     1      0       0      M  (55,65]    Married          Foreman
## 5769    1     0      0       0      M  (45,55]    Married          Foreman
## 5776    0     0      0       0      M  (25,35]     Single          Foreman
## 5777    0     0      0       0      M  (45,55]    Married Unskilled worker
## 5783    1     1      0       1      F  (55,65]    Married         Employee
## 5785    0     0      0       0      M  (35,45]     Single  Manual labourer
## 5787    1     0      0       0      F  (55,65]     Single         Employee
## 5793    0     0      0       0      F  (75,85]    Widower         Employee
## 5799    0     0      0       1      F  (65,75]   Divorcee         Employee
## 5800    0     0      0       1      M  [15,25]     Single       Management
## 5803    0     1      0       0      M  (45,55]    Married  Manual labourer
## 5804    0     0      0       0      M  (35,45]    Married Unskilled worker
## 5806    0     0      0       0      F  (25,35]   Divorcee Unskilled worker
## 5809    0     1      0       0      F  (45,55]    Married          Foreman
## 5810    0     1      0       0      M  (75,85]    Widower          Foreman
## 5811    1     1      0       0      M  (65,75]  Remarried          Foreman
## 5812    0     1      1       0      F  (45,55]    Married         Employee
## 5816    0     1      0       0      M  (65,75]    Married  Manual labourer
## 5817    0     0      0       0      F  (55,65]    Married         Employee
## 5820    1     0      0       1      F  (55,65]   Divorcee         Employee
## 5822    0     0      0       0      F  (35,45]   Divorcee         Employee
## 5823    0     0      0       0      F  (55,65]    Married         Employee
## 5827    0     0      0       0      M  (25,35]    Married          Foreman
## 5831    0     0      1       0      M  (35,45]   Divorcee       Management
## 5840    1     1      0       0      M  (55,65]    Married       Management
## 5849    0     1      0       0      F  (45,55]   Divorcee         Employee
## 5852    1     0      0       0      M  (55,65]    Married  Manual labourer
## 5854    0     0      0       0      F  (55,65]    Married         Employee
## 5855    0     0      0       0      M  (45,55]   Divorcee          Foreman
## 5866    1     1      0       0      F  (35,45]    Married         Employee
## 5873    0     0      0       0      F  [15,25]     Single  Manual labourer
## 5880    1     0      0       0      F  (25,35]    Married         Employee
## 5884    0     1      0       0      F  (45,55]   Divorcee         Employee
## 5886    0     0      0       0      F  (55,65]    Married Unskilled worker
## 5887    1     0      0       0      M  (55,65]    Married  Manual labourer
## 5891    0     0      0       0      F  (45,55]    Married         Employee
## 5895    0     0      0       0      F  [15,25]     Single         Employee
## 5902    0     0      0       1      F  [15,25]     Single            Other
## 5912    0     0      0       0      M  (65,75]   Divorcee          Foreman
## 5915    0     0      0       0      M  (35,45]    Married       Technician
## 5919    0     0      0       0      F  (45,55]    Married         Employee
## 5924    0     1      1       0      F  (25,35]     Single         Employee
## 5929    0     0      0       0      F  (35,45]    Married         Employee
## 5931    0     0      0       0      F  (55,65]    Widower         Employee
## 5932    0     0      0       0      F  (35,45]     Single         Employee
## 5933    0     0      0       0      F  (55,65]   Divorcee         Employee
## 5937    0     0      0       0      F  (45,55]    Married         Employee
## 5955    0     1      0       0      M  (45,55]    Married  Manual labourer
## 5956    0     0      0       0      F  (25,35]    Married          Foreman
## 5976    0     0      0       0      M  (35,45]    Married  Manual labourer
## 5981    1     1      0       0      F  (45,55]   Divorcee         Employee
## 5993    1     1      0       0      M  (55,65]    Married       Management
## 5997    0     0      0       0      M  [15,25]     Single  Manual labourer
## 6000    0     0      0       0      M  (55,65]    Married  Manual labourer
## 6010    0     0      0       0      M  (45,55]     Single       Technician
## 6018    0     0      0       1      M  [15,25]     Single       Management
## 6025    0     0      0       0      M  (25,35]    Married          Foreman
## 6029    0     1      0       1      M  (65,75]  Remarried  Manual labourer
## 6036    0     0      0       0      F  (65,75]    Widower         Employee
## 6057    0     1      0       0      F  (55,65]    Married       Technician
## 6068    0     1      0       0      M  (55,65]    Married Unskilled worker
## 6071    1     0      0       0      M  (65,75]    Married  Manual labourer
## 6078    0     1      0       0      F  (75,85]    Widower         Employee
## 6080    0     0      0       0      M  (55,65]  Remarried         Employee
## 6085    0     0      1       1      M  (45,55]    Married          Foreman
## 6086    0     0      0       0      F  (55,65]    Married         Employee
## 6090    1     0      1       0      M  (55,65]    Married       Management
## 6092    1     1      0       0      F  (35,45]     Single       Management
## 6095    0     1      0       0      M  (25,35]     Single         Employee
## 6115    0     1      0       0      F  (35,45]     Single         Employee
## 6116    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6119    0     0      0       0      M  (75,85]    Married       Management
## 6124    0     0      0       0      M  (45,55]    Married       Management
## 6134    0     0      0       0      F  (75,85]    Married         Employee
## 6135    0     0      0       0      F  (65,75]   Divorcee         Employee
## 6138    0     0      1       0      M  (55,65]  Remarried       Management
## 6153    1     0      0       0      M  [15,25]     Single         Employee
## 6154    1     0      1       0      M  [15,25]     Single         Employee
## 6160    0     0      0       0      F  (65,75]    Married         Employee
## 6162    1     1      1       0      M  (25,35]     Single            Other
## 6163    1     0      1       0      F  (35,45]     Single         Employee
## 6164    0     0      0       0      F  (25,35]     Single         Employee
## 6166    1     1      1       0      F  (35,45]     Single         Employee
## 6174    0     0      0       0      M  (35,45]    Married          Foreman
## 6176    0     0      0       0      M  (55,65]   Divorcee         Employee
## 6177    0     1      0       0      F  (65,75]  Remarried         Employee
## 6179    0     0      0       0      M  (75,85]   Divorcee         Employee
## 6192    0     0      0       0      M  (45,55]  Remarried Unskilled worker
## 6197    1     1      0       0      F  (35,45]     Single         Employee
## 6199    0     0      0       1      F  (65,75]  Remarried Unskilled worker
## 6200    0     1      1       0      F  (55,65]    Married         Employee
## 6202    0     1      1       0      M  (55,65]    Married       Management
## 6207    0     1      0       1      F  (35,45]   Divorcee          Foreman
## 6208    1     0      0       0      M  (55,65]    Married       Management
## 6210    0     0      0       0      F  (25,35]     Single         Employee
## 6212    0     0      0       0      M  (35,45]     Single         Employee
## 6221    0     0      0       0      F  (35,45]    Married       Technician
## 6228    0     1      0       0      F  (45,55]    Married          Foreman
## 6231    0     0      0       0      F  (65,75]    Married         Employee
## 6240    0     0      0       0      F  (45,55]    Married Unskilled worker
## 6258    0     0      0       0      M  (45,55]    Married  Manual labourer
## 6265    0     0      0       0      M  (75,85]    Married Unskilled worker
## 6270    0     0      0       0      M (85,100]    Widower  Manual labourer
## 6280    0     1      0       0      M  (35,45]    Married         Employee
## 6281    0     1      1       0      F  (75,85]    Widower       Management
## 6301    0     0      0       0      F  (45,55]    Married Unskilled worker
## 6306    0     0      0       0      M  (55,65]     Single  Manual labourer
## 6307    0     0      0       0      M  (55,65]    Married Unskilled worker
## 6311    0     1      0       1      F  (55,65]    Married          Foreman
## 6312    0     0      0       1      M  (55,65]     Single Unskilled worker
## 6323    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6327    0     1      1       0      F  (55,65]  Remarried       Management
## 6329    0     0      0       0      F  (45,55]    Married          Foreman
## 6334    0     1      0       0      F  [15,25]     Single         Employee
## 6335    0     1      0       0      M  (25,35]   Divorcee            Other
## 6338    0     1      0       0      M  (55,65]    Married       Management
## 6356    0     0      0       0      F  [15,25]     Single         Employee
## 6362    0     0      0       0      F  (55,65]    Married         Employee
## 6366    0     0      0       0      M  (55,65]   Divorcee         Employee
## 6367    0     0      0       0      F  (25,35]     Single         Employee
## 6371    0     1      0       0      F  (45,55]    Widower         Employee
## 6379    1     0      1       0      M  (65,75]    Married       Management
## 6384    0     1      0       0      M  (35,45]    Married  Manual labourer
## 6388    1     0      0       0      M  (35,45]     Single  Manual labourer
## 6389    0     0      0       0      M  (35,45]     Single  Manual labourer
## 6392    0     1      1       0      M  (65,75]    Married          Foreman
## 6395    0     0      0       0      M  (55,65]    Married         Employee
## 6399    0     0      1       0      M  (55,65]    Married       Management
## 6400    0     0      0       0      M  (65,75]    Married          Foreman
## 6404    1     0      1       0      F  (35,45]   Divorcee         Employee
## 6405    0     0      1       0      M  (55,65]   Divorcee       Technician
## 6424    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6426    0     0      0       0      F  (45,55]   Divorcee       Management
## 6432    0     0      0       0      F  (55,65]    Married       Management
## 6434    0     0      0       0      M  (35,45]    Married  Manual labourer
## 6441    1     0      0       0      M  (25,35]    Married         Employee
## 6459    0     0      0       0      F  (65,75]    Married         Employee
## 6469    0     0      1       0      F  (25,35]     Single  Manual labourer
## 6485    0     1      0       0      F  (65,75]   Divorcee          Foreman
## 6486    0     1      0       0      F  (25,35]    Married         Employee
## 6487    0     0      0       0      F  (45,55]    Married          Foreman
## 6491    0     1      1       0      F  (45,55]     Single         Employee
## 6492    0     1      0       1      F  (45,55]    Married          Foreman
## 6499    1     1      0       0      M  (25,35]     Single       Technician
## 6502    0     1      0       0      M  (45,55]    Married       Management
## 6504    1     1      0       0      F  (35,45]    Married         Employee
## 6510    0     0      1       0      F  (45,55]   Divorcee            Other
## 6520    0     0      0       0      F  (65,75]    Widower Unskilled worker
## 6521    0     0      0       0      F  (25,35]    Married         Employee
## 6526    0     0      0       0      M  (65,75]    Married         Employee
## 6527    0     0      0       0      F  (45,55]  Remarried         Employee
## 6529    0     1      0       0      F  (35,45]    Married         Employee
## 6531    1     0      0       0      F  (35,45]     Single         Employee
## 6551    0     0      0       0      F  (25,35]    Married         Employee
## 6553    0     0      0       0      M  (55,65]    Married          Foreman
## 6555    0     0      0       0      F  (35,45]    Married         Employee
## 6557    0     1      0       0      F  (45,55]    Married         Employee
## 6562    1     1      1       0      M  (65,75]    Married       Management
## 6568    0     0      1       0      F  [15,25]     Single Unskilled worker
## 6569    0     1      0       0      F  (55,65]    Married Unskilled worker
## 6570    0     0      0       0      F  (35,45]  Remarried         Employee
## 6574    0     0      1       0      F  (35,45]    Married         Employee
## 6575    0     0      1       0      M  (55,65]   Divorcee Unskilled worker
## 6581    1     0      0       0      M  (25,35]    Married  Manual labourer
## 6582    0     1      0       0      M  (55,65]    Married  Manual labourer
## 6590    0     1      0       0      F  (75,85]    Widower         Employee
## 6596    0     0      0       0      M  (65,75]    Married          Foreman
## 6605    1     0      1       0      M  (35,45]  Remarried       Management
## 6606    0     1      0       0      M  (45,55]    Married       Management
## 6609    1     1      0       0      F  (45,55]    Married          Foreman
## 6610    0     1      0       0      M  (25,35]    Married         Employee
## 6611    1     1      1       0      F  (55,65]    Married  Manual labourer
## 6616    1     0      0       1      M  (35,45]    Married  Manual labourer
## 6618    0     0      0       0      M  (55,65]    Widower         Employee
## 6621    0     0      0       0      M  (75,85]    Married            Other
## 6624    1     0      1       0      F  (45,55]  Remarried       Management
## 6628    1     1      0       0      M  (25,35]     Single       Management
## 6635    1     1      1       0      F  (25,35]     Single       Management
## 6637    1     0      1       0      F  [15,25]     Single          Foreman
## 6643    0     0      0       1      F  (45,55]    Married       Technician
## 6644    0     1      1       0      F  (75,85]    Widower       Technician
## 6645    1     1      0       0      M  (45,55]   Divorcee       Management
## 6646    0     0      0       0      F  (65,75]    Widower          Foreman
## 6647    0     0      0       0      F  (25,35]    Married          Foreman
## 6651    0     1      1       0      M  (25,35]     Single       Technician
## 6659    0     0      0       0      F  (55,65]    Married            Other
## 6660    0     0      0       1      M  (45,55]     Single       Technician
## 6664    1     0      0       0      F  (55,65]    Widower         Employee
## 6674    1     0      1       1      F  [15,25]     Single         Employee
## 6677    0     0      0       0      F  (25,35]    Married         Employee
## 6683    0     0      0       0      M  [15,25]     Single       Technician
## 6684    0     0      0       0      M  (55,65]    Married          Foreman
## 6685    0     0      0       0      F  (65,75]     Single         Employee
## 6686    0     0      1       0      F  (45,55]    Married         Employee
## 6688    1     1      0       0      F  (55,65]    Widower         Employee
## 6696    0     0      0       0      F  (45,55]    Married          Foreman
## 6704    1     0      0       0      M  (55,65]    Married       Management
## 6713    0     0      0       0      F  (55,65]    Widower Unskilled worker
## 6718    1     0      0       0      F  (35,45]     Single         Employee
## 6729    1     0      0       1      F  (55,65]    Widower         Employee
## 6734    0     1      1       0      F  (45,55]    Married          Foreman
## 6735    0     0      0       0      M  (25,35]    Married  Manual labourer
## 6751    0     0      0       0      M  (65,75]    Widower  Manual labourer
## 6757    1     1      0       0      F  [15,25]     Single         Employee
## 6760    0     0      0       0      F  (25,35]     Single          Foreman
## 6761    0     0      0       0      F  (45,55]    Married         Employee
## 6763    0     0      0       0      M  (25,35]    Married         Employee
## 6768    1     0      1       0      F  (65,75]    Married          Foreman
## 6769    0     0      0       0      M  (35,45]     Single Unskilled worker
## 6773    0     0      0       0      M  (25,35]     Single Unskilled worker
## 6777    0     0      0       0      F  (45,55]   Divorcee         Employee
## 6779    0     0      0       0      M  (65,75]    Married            Other
## 6782    0     0      1       0      F  (45,55]    Married         Employee
## 6783    0     0      0       0      F  (45,55]    Married         Employee
## 6790    0     0      0       1      M  (75,85]  Remarried Unskilled worker
## 6797    0     1      0       0      F  (55,65]    Married         Employee
## 6803    0     0      0       0      M  (55,65]   Divorcee          Foreman
## 6812    0     0      0       0      F  (55,65]    Widower         Employee
## 6815    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6821    1     1      0       0      M  (55,65]    Married       Management
## 6828    0     0      0       0      M (85,100]    Married  Manual labourer
## 6834    1     0      1       0      F  [15,25]    Married         Employee
## 6850    1     0      0       0      M  (45,55]  Remarried       Management
## 6851    0     0      0       0      M  (45,55]    Married         Employee
## 6856    0     0      0       0      M  (45,55]    Married          Foreman
## 6860    0     0      1       0      F  (25,35]    Married            Other
## 6863    0     1      0       0      M  (35,45]     Single          Foreman
## 6874    0     0      1       0      F  (25,35]    Married       Management
## 6875    0     0      0       0      F  (45,55]    Widower            Other
## 6876    0     0      0       0      F  (55,65]  Remarried         Employee
## 6878    0     0      0       0      M  (45,55]   Divorcee  Manual labourer
## 6879    0     0      0       0      M  (65,75]    Married  Manual labourer
## 6881    0     0      0       0      M  (55,65]    Married         Employee
## 6887    1     1      0       0      F  (35,45]     Single       Technician
## 6895    1     1      0       0      F  (65,75]    Married         Employee
## 6899    0     0      0       0      M  (45,55]    Married Unskilled worker
  • Standardization of the data is needed in order to perform LDA analysis

10 Center and standardize variables in the dataset

Artistic_scaled <- scale(Artistic_Hobbies)

11 Summary of the scaled variables

summary(Artistic_Hobbies_scaled)

12 Check what is the class of the new scaled object

class(Hobbies_scaled)

13 change the object to data frame

Hobbies_scaled <- as.data.frame(Hobbies_scaled)

## 
## Attaching package: 'dplyr'
## The following object is masked from 'package:GGally':
## 
##     nasa
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
## 
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
## 
##     select
## Call:
## lda(Prof ~ ., data = train)
## 
## Prior probabilities of groups:
##         Employee          Foreman       Management  Manual labourer 
##       0.37219406       0.10644461       0.15423606       0.16763215 
##            Other       Technician Unskilled worker 
##       0.02860246       0.05720492       0.11368573 
## 
## Group means:
##                       Show     Exhib     Play.M    Collect   GenderM
## Employee         0.2893969 0.2845331 0.16974708 0.10992218 0.1741245
## Foreman          0.3724490 0.4693878 0.21598639 0.12074830 0.5221088
## Management       0.5082160 0.5704225 0.27347418 0.11150235 0.6068075
## Manual labourer  0.1609071 0.1771058 0.09611231 0.10799136 0.7505400
## Other            0.3227848 0.3670886 0.24050633 0.08227848 0.3987342
## Technician       0.3354430 0.3639241 0.19620253 0.12658228 0.7278481
## Unskilled worker 0.1050955 0.1114650 0.08598726 0.08280255 0.4952229
##                  Age(35,45] Age(45,55] Age(55,65] Age(65,75] Age(75,85]
## Employee          0.2222763  0.2266537  0.1415370 0.09727626 0.04328794
## Foreman           0.2108844  0.2653061  0.1581633 0.08503401 0.06122449
## Management        0.2112676  0.2488263  0.1971831 0.10093897 0.04929577
## Manual labourer   0.2127430  0.2386609  0.1555076 0.11339093 0.06587473
## Other             0.1962025  0.1898734  0.1645570 0.09493671 0.06962025
## Technician        0.2025316  0.3069620  0.1202532 0.06645570 0.02848101
## Unskilled worker  0.1783439  0.2022293  0.1385350 0.13375796 0.06050955
##                  Age(85,100] Age[15,25] Marital.StMarried
## Employee         0.005836576 0.08073930         0.4790856
## Foreman          0.006802721 0.04081633         0.5697279
## Management       0.008215962 0.01643192         0.5845070
## Manual labourer  0.011879050 0.05507559         0.5626350
## Other            0.037974684 0.04430380         0.5379747
## Technician       0.000000000 0.07278481         0.5284810
## Unskilled worker 0.012738854 0.11942675         0.4426752
##                  Marital.StRemarried Marital.StSingle Marital.StWidower
## Employee                  0.04961089        0.2417315        0.10505837
## Foreman                   0.05102041        0.2074830        0.08333333
## Management                0.05868545        0.2077465        0.05516432
## Manual labourer           0.05831533        0.2073434        0.07775378
## Other                     0.04430380        0.2405063        0.09493671
## Technician                0.05696203        0.2689873        0.02531646
## Unskilled worker          0.02866242        0.2945860        0.14490446
## 
## Coefficients of linear discriminants:
##                             LD1         LD2         LD3         LD4
## Show                 0.23694275 -1.06097195  0.26413699 -0.10117760
## Exhib                0.48120021 -1.30529128 -0.28340741  0.63692130
## Play.M               0.13942990 -0.56181105 -0.42538749  0.20048762
## Collect             -0.26358528  0.18163929  0.87689445 -0.53233655
## GenderM              2.18629356  0.56961592  0.10202215  0.29115990
## Age(35,45]           0.08691193  0.08803128 -0.26015615 -0.44237148
## Age(45,55]           0.28017486  0.01319229  0.09334299  0.39884975
## Age(55,65]           0.26225053 -0.20043309 -1.25883917 -0.24769181
## Age(65,75]           0.24563642  0.08418736 -1.35182750 -0.04449198
## Age(75,85]           0.51704404 -0.17463863 -1.60644299 -1.22537233
## Age(85,100]          0.81615436 -0.18741737 -5.72780175 -3.27457057
## Age[15,25]          -0.48518110  0.74586005  0.08459428  1.69549959
## Marital.StMarried    0.18912210 -0.19364366 -0.85761883 -0.27965910
## Marital.StRemarried  0.02141345 -0.28142046 -0.05561312 -1.21929987
## Marital.StSingle     0.08291406  0.07351631 -1.31767866  0.78443678
## Marital.StWidower    0.06781783  0.47559975 -1.55020996  1.53838154
##                              LD5         LD6
## Show                -0.003686593 -1.29562068
## Exhib                0.500935026  1.09638237
## Play.M              -1.086545918 -0.01906547
## Collect              0.367940331  0.44210680
## GenderM             -0.029922928 -0.08749337
## Age(35,45]           1.100105468 -0.52048271
## Age(45,55]           0.722350481 -0.13808690
## Age(55,65]           1.204084589 -1.44929525
## Age(65,75]           1.305111332 -2.05705149
## Age(75,85]           0.987231981  0.32911862
## Age(85,100]         -5.662730188  0.43522548
## Age[15,25]           0.576543176 -0.16260688
## Marital.StMarried    0.505628748  0.99777494
## Marital.StRemarried  0.403655228  0.29769807
## Marital.StSingle     0.079173475  0.18036519
## Marital.StWidower    1.733781927  1.47506748
## 
## Proportion of trace:
##    LD1    LD2    LD3    LD4    LD5    LD6 
## 0.6208 0.3348 0.0196 0.0131 0.0064 0.0053
# plot the lda results
plot(lda.fit, dimen = 2)
lda.arrows(lda.fit, myscale = 2)

# predict classes with test data
lda.pred <- predict(lda.fit, newdata = test)

14 MASS, ggplot2 and Boston dataset are available

set.seed(123)

15 determine the number of clusters

k_max <- 10

16 calculate the total within sum of squares

twcss <- sapply(1:k_max, function(k){kmeans(, k)$tot.withinss})

17 visualize the results

qplot(x = 1:k_max, y = twcss, geom = ‘line’)

18 k-means clustering

km <-kmeans(boston_scaled, centers = 2)

19 plot the Boston dataset with clusters

pairs(boston_scaled, col = km$cluster)

20 calculate the total within sum of squares

twcss <- sapply(1:k_max, function(k){kmeans(boston_scaled, k)$tot.withinss})

21 visualize the results

qplot(x = 1:k_max, y = twcss, geom = ‘line’)

22 k-means clustering

km <-kmeans(boston_scaled, centers = 3)

23 plot the Boston dataset with clusters

pairs(boston_scaled, col = km$cluster)

model_predictors <- dplyr::select(train, -crime)

24 check the dimensions

dim(model_predictors) dim(lda.fit$scaling)

25 matrix multiplication

matrix_product <- as.matrix(model_predictors) %*% lda.fit$scaling matrix_product <- as.data.frame(matrix_product)

26 Create a 3D plot of the columns of the matrix product

library(ggplot2) library(plotly) plot_ly(x = matrix_product\(LD1, y = matrix_product\)LD2, z = matrix_product\(LD3, type= 'scatter3d', mode='markers', col = train\)crime)

plot_ly(x = matrix_product\(LD1, y = matrix_product\)LD2, z = matrix_product\(LD3, type= 'scatter3d', mode='markers', col = train\)km)


27 - Conclusions and discussion

  • In summary, let’s have a look on my initial hypothesis and results:
    • Will more demanding professions leave less space for hobbies or people will chose less time consuming hobbies?
      • It seems that the major correlation with the professions is with the unskilled and manual workers that tend to have less hobbies tht might required some more physical work or money. When it comes to the generic hobbies that are easily accessible to all (like reading and listenign music) it seems the diferences are not that dramatic.
      • Interesting to note that the main people doing some volunterring are females in the management position.
    • Is there some hobbies that are stereotypically associated with one or the other gender of the enquired people?
      • After the initial analysis it seemed that knitting is indeed an almost female exclusive hobbie;
      • Fishing have more fans in the male enquired people;
      • It seems that more female are playing music as hobbie;
    • Is age related with the amount and type of hobbies that inquired undertake?
      • It seems there is some correlation with the interest changing accordint age when it comes to more specific hobbies, on the generic hobbies there was not such a significant difference. Also to note that there was less enquired from the higher age groups. So its a bit uncertain if the population really disconnet from hobbies like going to shoes, exhibitions, playing music, etc.. or if the inquired population doesn’t the generalized population
    • Number of activities changing with age?
      • Our analysis indicated that the amount of hobbies (taking in account the results from both gender) goes up in the 35 - 45 age groups, after that the amount of hobbies will slighly decrease in the females group and more steadly stay up in the males groups.
    • Number of activities changing with profession?
      • It seems that profession like management have an higher availability to higher number of hobbies. While unskilled and manual work have less hobbies, even due to less time or money.